Chameleon Used In Research

Title Year Forum Authors Cited by
A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge 2024 ArXiv Hasanul Mahmud and Peng Kang and Kevin Desai and P. Lama and Sushil Prasad 0
ACES: Accelerating Sparse Matrix Multiplication with Adaptive Execution Flow and Concurrency-Aware Cache Optimizations 2024 Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3 Lu, Xiaoyang and Long, Boyu and Chen, Xiaoming and Han, Yinhe and Sun, Xian-He 0
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes 2024 Proceedings of the 23rd Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2024, Auckland, New Zealand Luo, Baiting and Zhang, Yunuo and Mukhopadhyay, Ayan and Dubey, Abhishek 0
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser 2024 ArXiv Jon Z. Cai, Kristin Wright-Bettner, Martha Palmer, Guergana K. Savova, James H. Martin 0
Advancing Anomaly Detection in Computational Workflows with Active Learning 2024 arXiv Krishnan Raghavan, George Papadimitriou, Hongwei Jin, Anirban Mandal, Miriam Kiran, Prasanna Balaprakash, Ewa Deelman 0
An Exploration of Online-simulation-driven Portfolio Scheduling in Workflow Management Systems 2024 Future Generation Computer Systems McDonald, Jesse and Dobbs, John and Ching Wong, Yick and Ferreira da Silva, Rafael and Casanova, Henri 0
An Online Approach to Solving Public Transit Stationing and Dispatch Problem 2024 Proceedings of the ACM/IEEE 15th International Conference on Cyber-Physical Systems (ICCPS),ICCPS '24,Association for Computing Machinery,New York, NY, USA Talusan, Jose Paolo and Han, Chaeeun and Mukhopadhyay, Ayan and Laszka, Aron and Freudberg, Dan and Dubey, Abhishek 0
Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services 2024 arVix Jiachen Liu, Zhiyu Wu, Jae-Won Chung, Fan Lai, Myungjin Lee, Mosharaf Chowdhury 0
Automated Network Incident Identification through Genetic Algorithm-Driven Feature Selection 2024 Electronics,MDPI Aksoy, Ahmet and Valle, Luis and Kar, Gorkem 0
BOAD: Optimizing Distributed Communication with In-Kernel Broadcast and Aggregation 2024 Proceedings of the ACM SIGCOMM 2024 Workshop on EBPF and Kernel Extensions,eBPF '24,Association for Computing Machinery,New York, NY, USA Su, Jianchang and Zhang, Yifan and Huang, Linpu and Zhang, Wei 0
CHROME: Concurrency-Aware Holistic Cache Management Framework with Online Reinforcement Learning 2024 The 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA-30) Lu, Xiaoyang and Najafi, Hamed and Liu, Jason and Sun, Xian-He 0
Comparing incremental learning approaches for a growing sign language dictionary 2024 Information Management and Big Data: 10th Annual International Conference, SIMBig 2023, Proceedings,Springer Nature Huamani-Malca, Joe and and Bejarano, Gissella 0
Comparing Task Graph Scheduling Algorithms: An Adversarial Approach 2024 ArXiv J. Coleman and Bhaskar Krishnamachari 0
Decision Making in Non-Stationary Environments with Policy-Augmented Search 2024 ArXiv Ava Pettet and Yunuo Zhang and Baiting Luo and Kyle Wray and Hendrik Baier and Aron Laszka and Abhishek Dubey and Ayan Mukhopadhyay 0
Development of a Support System for Physicians and Patients during Rehabilitation 2024 Biomechanics L Barrera-Leon, M Canonico, F Desimoni, A de Sire 0
Evaluating Edge and Cloud Computing for Automation in Agriculture 2024 2024 IEEE Integrated STEM Education Conference (ISEC) (ISEC'24),Princeton, USA Alberto Najera and Harkirat Singh and Chandra Shekhar Pandey and FatihBerkay Sarpkaya and Fraida Fund and Shivendra Panwar 0
Expanding Horizons: Advancing HPC Education in Colombia through CyberColombia's Summer Schools 2024 The Journal of Computational Science Education Aurelio Vivas and Carlos E. Alvarez and Jose M Monsalve Diaz and Esteban Hernandez and Juan G. Lalinde-Pulido and Harold Castro 0
FAIR Assessment of Cloud-based Experiments 2024 2024 IEEE 20th International Conference on e-Science (e-Science) Krishna Kamath, Nicole Brewer, Tanu Malik 0
Fast and Efficient for Microservices with {SurgeGuard} 2024 ACM/IEEE International Conference on High-Performance Computing, Networking, Storage, and Analysis ({SC24}) Anyesha Ghosh and Neeraja J. Yadwadkar and Mattan Erez 0
Forecasting and Mitigating Disruptions in Public Bus Transit Services 2024 Proceedings of the 23rd Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2024, Auckland, New Zealand,AAMAS '24,International Foundation for Autonomous Agents and Multiagent Systems,Richland, SC Han, Chaeeun and Talusan, Jose Paolo and Freudberg, Dan and Mukhopadhyay, Ayan and Dubey, Abhishek and Laszka, Aron 0
GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations 2024 The Twelfth International Conference on Learning Representations Zaishuo Xia and Han Yang and Binghui Wang and Jinyuan Jia 0
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work 2024 None Christopher Irwin and Flavio Mignone and Stefania Montani and Luigi Portinale 0
Grid-Aware Charging and Operational Optimization for Mixed-Fleet Public Transit 2024 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC) Rishav Sen, Amutheezan Sivagnanam, Aaron Laszka, Ayan Mukhopadhyay, Abhishek Dubey 0
Hades: A Context-Aware Active Storage Framework for Accelerating Large-Scale Data Analysis 2024 The 24th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing,Philadelphia Cernuda, Jaime and Logan, Luke and Gainaru, Ana and Klasky, Scott and Lofstead, Jay and Kougkas, Anthony and Sun, Xian-He 0
hyDNS: Acceleration of DNS Through Kernel Space Resolution 2024 Proceedings of the ACM SIGCOMM 2024 Workshop on EBPF and Kernel Extensions,eBPF '24,Association for Computing Machinery,New York, NY, USA Bardinelli, Joshua and Zhang, Yifan and Su, Jianchang and Huang, Linpu and Parilla, Aidan and Jarvi, Rachel and Kulkarni, Sameer G. and Zhang, Wei 0
IBIS — An Infrastructure Management Framework for Adaptable, Multi-Sensor Data Collection in Scientific Research 2024 WOCC'24 Morel, A. E., Powers, M., Keahey, K., Murry, Z., Sitzmann, T. J., Zhou, J., & Calyam, P. 0
Interpreting Answers to Yes-No Questions in Dialogues from Multiple Domains 2024 arVix Zijie Wang, Farzana Rashid, Eduardo Blanco 0
Jetstream2: Research Clouds as a Convergence Accelerator 2024 IEEE CiSE Special Issue – Converged Computing: A Best-of-Both Worlds of HPC and Cloud David Y. Hancock, Jeremy Fischer, John Michael Lowe, Scott Michael, Le Mai Weakley 0
Message History Logics and Callback Control Flow Models for Automatic Event-Driven Application Analysis 2024 UC - Boulder Shawn Meier 0
Metis: File System Model Checking via Versatile Input and State Exploration 2024 FAST '24: Proceedings of the 22nd USENIX Conference on File and Storage Technologies Liu, Yifei and Adkar, Manish and Holzmann, Gerard and Kuenning, Geoff and Liu, Pei and Smolka, Scott A. and Su, Wei and Zadok, Erez 0
Network Security Management and Threat Mitigation in the Cloud 2024 Northeastern University Suresh-Menon, Durga 0
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data 2024 Proc. ACM Manag. Data, Vol. 2, No. 3 (SIGMOD), Article 154 Y Gong, S Galhotra, RC Fernandez 1
Online Diffusion-Based 3D Occupancy Prediction at the Frontier with Probabilistic Map Reconciliation 2024 Arxiv Alec Reed, Lorin Achey, Brendan Crowe, Bradley Hayes, Christoffer Heckman 0
Real-Time Scheduling for 802.1Qbv Time-Sensitive Networking (TSN): A Systematic Review and Experimental Study 2024 30th IEEE Real-Time and Embedded Technology and Applications Symposium Chuanyu Xue and Tianyu Zhang and Yuanbin Zhou and Song Han 0
Repositioning Real-World Website Fingerprinting on Tor 2024 In Proceedings of the 23rd Workshop on Privacy in the Electronic Society (WPES ’24) Rob Jansen, Ryan Wails, and Aaron Johnson 0
Reproducing Speech to Text Translation Results from two prominent foundation models: Whisper and SeamlessM4T 2024 ACM REP Shrey Jasuja, Fraida Fund 0
Robustness in Diversity: Quality-Diversity Driven Discovery of Agile Soft Robotic Gaits 2024 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft) John Daly and Daniel Casper and Muhammad Farooq and Andrew James and Ali Khan and Phoenix Mulgrew and Daniel Tyebkhan and Bao Vo and John Rieffel 0
SceneSense: Diffusion Models for 3D Occupancy Synthesis from Partial Observation 2024 ArXiv Alec Reed and Brendan Crowe and Doncey Albin and Lorin Achey and Bradley Hayes and Christoffer Heckman 0
Software Framework to Execute Genetic Algorithm Experiments in Parallel in the Chameleon Cloud 2024 TechXriv David Hentrich, Erdal Oruklu, and Jafar Saniie 0
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling 2024 Proceedings of the 4th Workshop on Machine Learning and Systems Razavi, Kamran and Ghafouri, Saeid and M{\"u}hlh{\"a}user, Max and Jamshidi, Pooyan and Wang, Lin 0
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring 2024 None Christopher Irwin and Marco Dossena and G. Leonardi and Stefania Montani 0
Tango: A Cross-layer Approach to Managing I/O Interference over Local Ephemeral Storage 2024 SC24: International Conference for High Performance Computing, Networking, Storage and Analysis Qiao, Zhenbo and Tian, Qirui and Qin, Zhenlu and Wang, Jinzhen and Liu, Qing and Podhorszki, Norbert and Klasky, Scott and Zhu, Hongjian 0
The HealthTracker System: App and Cloud-Based Wearable Multi-Sensor Device for Patients Health Tracking 2024 Applied Sciences Anglano, Cosimo and Canonico, Massimo and Desimoni, Francesco and Guazzone, Marco and Savarro, Davide 0
The pos Experiment Controller: Reproducible & Portable Network Experiments 2024 2024 19th Wireless On-Demand Network Systems and Services Conference (WONS) Stubbe, Henning and Gallenmüller, Sebastian and Carle, Georg 0
Towards Carbon-efficient LLM Life Cycle 2024 None Li, Yueying Lisa and Graif, Omer and Gupta, Udit 0
Towards Game-Theoretic Approaches to Attributing Carbon in Cloud Data Centers 2024 None Han, Leo and Kakadia, Jash and Lee, Benjamin C and Gupta, Udit 0
Towards High-Performance Data Loading in Cloud-Native Deep Learning Systems 2024 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS) Kang, Zhuangwei and Min, Ziran and Zhou, Shuang and Barve, Yogesh D. and Gokhale, Aniruddha 0
Towards Nonparametric Topological Layers in Neural Networks 2024 Advances in Knowledge Discovery and Data Mining - 28th Pacific-AsiaConference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,Taiwan, May 7-10, 2024, Proceedings, Part {III},Lecture Notes in Computer Science,Springer Gefei Shen and Dongfang Zhao 0
Training DNN Models over Heterogeneous Clusters with Optimal Performance 2024 ArXiv Chengyi Nie and Jessica Maghakian and Zhenhua Liu 0
TunIO: An AI-Powered Framework for Optimizing HPC I/O 2024 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS) N. {Rajesh}, K. {Bateman}, JL. {Bez}, S. {Byna}, A. {Kougkas}and X. {Sun } 0
Understanding Multi-Dimensional Efficiency of Fine-Tuning Large Language Models Using SpeedUp, MemoryUp, and EnergyUp 2024 Proceedings of the Parallel / Distributed Combinatorics and Optimization Workshop in conjunction with the IEEE IPDPS Conference Dayuan Chen and Noe Soto and Jonus F. Tuttle and Ziliang Zong 0
Understanding the Implications of Uncertainty in Embodied Carbon Models for Sustainable Computing 2024 None Bhagavathula, Anvita and Han, Leo and Gupta, Udit 0
Why do some academic articles receive more citations from policy communities? 2024 Public Administration Review,Wiley Online Library Ma, Ji and Cheng, Yuan 0
{DyNN-Offload: Enabling Large Dynamic Neural Network Training with Learning-based Memory Management} 2024 International Symposium on High-Performance Computer Architecture (HPCA) Jie Ren and Shuangyan Yang and Dong Xu and Jiacheng Li and Zhicheng Zhang and Christian Navasca and Chenxi Wang and Guoqing Harry Xu and Dong Li 0
A GPU-Accelerated Particle Advection Methodology for 3D Lagrangian Coherent Structures in High-Speed Turbulent Boundary Layers 2023 Energies Christian Lagares and G. Araya 0
A Reinforcement Learning Approach for Performance-aware Reduction in Power Consumption of Data Center Compute Nodes 2023 2023 IEEE International Conference on Cloud Engineering (IC2E) Akhilesh Raj and Swann Perarnau and A. Gokhale 0
A Survey on Network Simulators, Emulators, and Testbeds Used for Research and Education 2023 SSRN Jose Antonio Gomez Gaona Elie Kfoury Jorge Crichigno Gautam Srivastava 0
A Two-Decade Retrospective Analysis of a University's Vulnerability to Attacks Exploiting Reused Passwords 2023 Proceedings of the 32nd USENIX Security Symposium Nisenoff, Alexandra and Golla, Maximilian and Wei, Miranda and Hainline, Juliette and Szymanek, Hayley and Braun, Annika and Hildebrandt, Annika and Christensen, Blair and Langenberg, David and Ur, Blase 0
Accelerating Communications in Federated Applications with Transparent Object Proxies 2023 SC23: International Conference for High Performance Computing, Networking, Storage and Analysis J. G. Pauloski and Valérie Hayot-Sasson and Logan T. Ward and Nathaniel Hudson and Charlie Sabino and Matt Baughman and K. Chard and I. Foster 0
AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications 2023 SC23 Wang, Daoce and Pulido, Jesus and Grosset, Pascal and Tian, Jiannan and Jin, Sian and Tang, Houjun and Sexton, Jean and Di, Sheng and Zhao, Kai and Fang, Bo and Luki\'{c}, Zarija and Cappello, Franck and Ahrens, James and Tao, Dingwen 0
An Automated and Portable Method for Selecting an Optimal GPU Frequency 2023 Future Generation Computer Systems, Vol 149 Ghazanfar Ali and Mert Side and Sridutt Bhalachandra and Nicholas J. Wright and Yong Chen 0
An Early Case Study with Multi-Tenancy Support in SPDK’s NVMe-over-Fabric Designs 2023 SC23 Ng, Darren and Parkinson, Charles and Lin, Andrew and Kashyap, Arjun and Lu, Xiaoyi 0
An SDN controller-based framework for anomaly detection using a GAN ensemble algorithm 2023 Infocommunications journal Dubem Ezeh and Jaudelice de Oliveira 0
An {I/O} Performance Evaluation of Varying CephFS Striping Patterns 2023 {IEEE} International Conference on Cluster Computing, {CLUSTER} 2023- Workshops, Santa Fe, NM, USA, October 31, 2023,{IEEE} Debasmita Biswas andSarah Neuwirth andArnab K. Paul andAli Raza Butt 0
Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications 2023 International Conference on High-Performance Parallel and Distributed Computing (HPDC) Wenqian Dong and Gokcen Kestor and Dong Li 0
AutoLearn: Learning in the Edge to Cloud Continuum 2023 Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis Alicia Esquivel Morel and William Fowler and Kate Keahey and Kyle Zheng and Michael Sherman and Richard Anderson 0
Automated Generation of Scientific Workflow Generators with WfChef 2023 Future Generation Computer Systems Coleman, Taina and Casanova, Henri and Ferreira da Silva, Rafael 0
Automatic Deployment Right-Sizing Through Hyperparameter Optimization 2023 Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation Aniruddha Rakshit and Jayson Boubin 0
Automating Governing Knowledge Commons and Contextual Integrity (GKC-CI) Privacy Policy Annotations with Large Language Models 2023 ArXiv Jake Chanenson and Madison Pickering and Noah J. Apthorpe 0
BeKnight: Guarding against Information Leakage in Speculatively Updated Branch Predictors 2023 IEEE International Symposium on Workload Characterization (IISWC) Chowdhuryy, Md Hafizul Islam and Zhang, Zhenkai and Yao, Fan 0
Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning 2023 International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) Shuangyan Yang and Minjia Zhang and Wenqian Dong and Dong Li 0
Broadening Student Engagement To Build the Next Generation of Cyberinfrastructure Professionals 2023 PEARC '23 Murillo, Angela and Brower, Don and Hossain, Sarowar and Kee, Kerk and Mandal, Anirban and Nabrzyski, Jarek and Scott, Erik and Virdone, Nicole and Ewing, Rodney and Deelman, Ewa 0
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems 2023 ACM Symposium on Cloud Computing (SoCC) Iqbal, Md Shahriar and Zhong, Ziyuan and Ahmad, Iftakhar and Ray, Baishakhi and Jamshidi, Pooyan 0
CAMRA: Copilot for AMR Annotation 2023 Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Association for Computational Linguistics,Singapore Cai, Jon and Ahmed, Shafiuddin Rehan and Bonn, Julia and Wright-Bettner, Kristin and Palmer, Martha and Martin, James H. 0
CARE: A concurrency-aware enhanced lightweight cache management framework 2023 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) Lu, Xiaoyang and Wang, Rujia and Sun, Xian-He 1
Certifiable Black-Box Attack: Ensuring Provably Successful Attack for Adversarial Examples 2023 ArXiv Hanbin Hong and Yuan Hong 1
Chipmunk: Investigating Crash-Consistency in Persistent-Memory File Systems 2023 Hayley LeBlanc and Shankara Pailoor and Om Saran KRE and Isil Dillig and James Bornholt and Vijay Chidambaram 1
Cloud Computing at Purdue: A Chameleon Cloud Allocation 2023 None Deepak Nadig 0
Cloud-Based Deep Learning: End-To-End Full-Stack Handwritten Digit Recognition 2023 arXiv Ruida Zeng and Aadarsh Jha and Ashwin Kumar and Terry Luo 0
CLUE: Systems Support for Knowledge Transfer in Collaborative Learning with Neural Nets 2023 IEEE Transactions on Cloud Computing Daga, Harshit and Chen, Yiwen and Agrawal, Aastha and Gavrilovska, Ada 0
Data Discovery using Natural Language Questions via a Self-Supervised Approach 2023 ArXiv Qiming Wang and R. Fernandez 0
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow 2023 ArXiv Siyuan Xia and Zhiru Zhu and Chris Zhu and Jinjin Zhao and K. Chard and Aaron J. Elmore and Ian D. Foster and Michael and Franklin and Sanjay Krishnan and R. Fernandez 1
Data-Explainable Website Fingerprinting with Network Simulation 2023 Proceedings on Privacy Enhancing Technologies ({PoPETs}) Rob Jansen and Ryan Wails 0
Dealing With Changes: Resilient Routing via Graph Neural Networks and Multi-Agent Deep Reinforcement Learning 2023 IEEE Transactions on Network and Service Management Bhavanasi, Sai Shreyas and Pappone, Lorenzo and Esposito, Flavio 0
Deep Age-Invariant Fingerprint Segmentation System 2023 ArXiv M. G. Sarwar Murshed and Keivan Bahmani and S. Schuckers and Faraz Hussain 0
Design Considerations and Analysis of Multi-Level Erasure Coding in Large-Scale Data Centers 2023 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis Wang, Meng and Mao, Jiajun and Rana, Rajdeep and Bent, John and Olmez, Serkay and George, Anjus and Ransom, Garrett Wilson and Li, Jun and Gunawi, Haryadi S 0
Designing Equitable Transit Networks 2023 ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (Poster) (EAAMO) Pavia, Sophie and Mori, J. Carlos Martinez and Sharma, Aryaman and Pugliese, Philip and Dubey, Abhishek and Samaranayake, Samitha and Mukhopadhyay, Ayan 0
Detection of Ransomware Attacks using Processor and Disk Usage Data 2023 IEEE Access,IEEE Thummapudi, Kumar and Lama, Palden and Boppana, Rajendra V 0
eBPF-Enhanced Complete Observability Solution for Cloud-native Microservices 2023 Research Gate B Sharma, D Nadig 0
EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Unified Compression and Adaptive Layer Voting 2023 ACM Yu, Zhongzhi and Wang, Zheng and Li, Yuhan and Gao, Ruijie and Zhou, Xiaoya and Bommu, Sreenidhi Reddy and Zhao, Yang Katie and Lin, Yingyan Celine 0
Empirical Assessment of End-to-End Iris Recognition System Capacity 2023 ArXiv Priyanka Das and Richard Plesh and Veeru Talreja and N. Schmid and M. Valenti and Joseph Skufca and S. Schuckers 1
Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare 2023 2nd AIxIA Workshop on Artificial Intelligence For Healthcare Leonardi, Giorgio and Portinale, Luigi and Santomauro, Andrea and others 0
Evaluation of Federated Learning Techniques on Edge Devices Using Synthetic Medical Imaging Datasets 2023 2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR) Alhonainy, Ahmad and Rao, Praveen 0
EVStore: Storage and Caching Capabilities for Scaling Embedding Tables in Deep Recommendation Systems 2023 Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 D. Kurniawan and Rui Wang and Kahfi S. Zulkifli and Fandi A. Wiranata and J. Bent and Ymir Vigfusson and Haryadi S. Gunawi 0
ExPECA: An Experimental Platform for Trustworthy Edge Computing Applications 2023 2023 IEEE/ACM Symposium on Edge Computing (SEC) S. Mostafavi and Vishnu Narayanan Moothedath and Stefan Rönngren and Neelabhro Roy and Gourav Prateek Sharma and Sangwon Seo and M. Muñoz and James Gross 0
Experimental Research Reproducibility and Experiment Workflow Management 2023 2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS) Y. Demchenko and Sebastian Gallenmüller and S. Fdida and P. Andreou and Cédric Crettaz and Mathias Kirkeng 0
Experiments on Network Services for Video Transmission using FABRIC Instrument Resources 2023 IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Alicia Esquivel Morel and Durbek Gafurov and P. Calyam and Cong Wang and Komal Thareja and A. Mandal and Eric J. Lyons and M. Zink and G. Papadimitriou and E. Deelman 0
Exploring Memory Access Similarity to Improve Irregular Application Performance for Distributed Hybrid Memory Systems 2023 IEEE Transactions on Parallel and Distributed Systems Liu, Wenjie and He, Xubin and Liu, Qing 0
Exploring the Efficacy of Data-Decoupled Federated Learning for Image Classification and Medical Imaging Analysis 2023 International Workshop on Federated Learning for Distributed Data Mining Muhammad Jahanzeb Khan and Olamide Timothy Tawose and Rui Hu and Dongfang Zhao 0
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data 2023 Proc. VLDB Endow. Xinyu Chen and Jiannan Tian and Ian Beaver and Cynthia Freeman and Yan Yan and Jianguo Wang and Dingwen Tao 0
Flame: Simplifying Topology Extension in Federated Learning 2023 Proceedings of the 2023 ACM Symposium on Cloud Computing,SoCC '23,Association for Computing Machinery,New York, NY, USA Daga, Harshit and Shin, Jaemin and Garg, Dhruv and Gavrilovska, Ada and Lee, Myungjin and Kompella, Ramana Rao 0
Flexible supervised autonomy for exploration in subterranean environments 2023 arXiv preprint arXiv:2301.00771 Biggie, Harel and Rush, Eugene R and Riley, Danny G and Ahmad, Shakeeb and Ohradzansky, Michael T and Harlow, Kyle and Miles, Michael J and Torres, Daniel and McGuire, Steve and Frew, Eric W and others 2
Flow-Bench: A Dataset for Computational Workflow Anomaly Detection 2023 ArXiv G. Papadimitriou and Hongwei Jin and Cong Wang and Krishnan Raghavan and A. Mandal and Prasanna Balaprakash and E. Deelman 0
FlyNet: Drones on the Horizon 2023 IEEE Internet Computing Alicia Esquivel Morel and Chengyi Qu and P. Calyam and Cong Wang and Komal Thareja and A. Mandal and E. Lyons and M. Zink and George Papadimitriou and E. Deelman and E. Deelman 0
FlyPaw: Optimized Route Planning for Scientific UAVMissions 2023 2023 IEEE 19th International Conference on e-Science (e-Science) Andrew Grote and Eric J. Lyons and Komal Thareja and G. Papadimitriou and Ewa Deelman and A. Mandal and Prasad Calyam and Michael Zink 0
Gait Monitoring and Analysis: A Mathematical Approach 2023 Sensors Canonico, Massimo and Desimoni, Francesco and Ferrero, Alberto and Grassi, Pietro Antonio and Irwin, Christopher and Campani, Daiana and Dal Molin, Alberto and Panella, Massimiliano and Magistrelli, Luca 0
GL-Cache: Group-level learning for efficient and high-performance caching 2023 21st USENIX Conference on File and Storage Technologies (FAST 23) Juncheng Yang and Ziming Mao and Yao Yue and KV Rashmi 1
Graph neural networks for detecting anomalies in scientific workflows 2023 The International Journal of High Performance Computing Applications Hongwei Jin and Krishnan Raghavan and G. Papadimitriou and Cong Wang and A. Mandal and M. Kiran and E. Deelman and Prasanna Balaprakash 0
GreenNFV: Energy-Efficient Network Function Virtualization with Service Level Agreement Constraints 2023 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis Nine, MD SQ Zulkar and Kosar, Tevfik and Bulut, Muhammed Fatih and Hwang, Jinho 0
Hardware Specialization: Estimating {Monte Carlo} Cross-Section Lookup Kernel Performance and Area 2023 PMBS23: 14th IEEE International Workshop on Performance Modeling, Benchmarking and Simulation of High-Performance Computer Systems held in conjunction with SC23: The International Conference for High-Performance Computing, Networking, Storage and Analysis Kazutomo Yoshii and John R. Tramm and Bryce Allen and Tomohiro Ueno and Kentaro Sano and Andrew Siegel and Pete Beckman 0
HAST: A Hybrid Academic Testbed for High Fidelity and High Performance Scenarios 2023 2023 IEEE Latin-American Conference on Communications (LATINCOM) Cordova, Ruben F. and Santivanez, Cesar A. 0
High-Performance Caching of Homomorphic Encryption for Cloud Databases 2023 ArXiv Dongfang Zhao 0
Hyper-5G: A Cross-Atlantic Digital Twin Testbed for Next Generation 5G IoT Networks and Beyond 2023 2023 IEEE 26th International Symposium on Real-Time Distributed Computing (ISORC) Akram Hakiri and Sadok Ben and Gokhale Aniruddha 0
IMPROVING MICROSERVICES OBSERVABILITY IN CLOUD-NATIVE INFRASTRUCTURE USING EBPF 2023 Purdue University Sharma, Bhavye 0
Institutional factors influencing knowledge production for practice: Evidence from nonprofit studies 2023 Plos one, Public Library of Science San Francisco, CA USA Ma, Ji and Ovalle, Joycelyn and Wang, Yan 0
Interpreting Indirect Answers to Yes-No Questions in Multiple Languages 2023 Findings of the Association for Computational Linguistics: EMNLP 2023,Association for Computational Linguistics,Singapore Wang, Zijie andHossain, Md andMathur, Shivam andMelo, Terry andOzler, Kadir andPark, Keun andQuintero, Jacob andRezaei, MohammadHossein andShakya, Shreya andUddin, Md andBlanco, Eduardo 0
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency 2023 Journal of Systems Research (JSys) Ghafouri, Saeid and Razavi, Kamran and Salmani, Mehran and Sanaee, Alireza and Lorido-Botran, Tania and Wang, Lin and Doyle, Joseph and Jamshidi, Pooyan 0
KheOps: Cost-Effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments 2023 Proceedings of the 2023 ACM Conference on Reproducibility and Replicability,ACM REP '23,Association for Computing Machinery,New York, NY, USA Rosendo, Daniel and Keahey, Kate and Costan, Alexandru and Simonin, Matthieu and Valduriez, Patrick and Antoniu, Gabriel 0
Lazy Python Dependency Management in Large-Scale Systems 2023 2023 IEEE 19th International Conference on e-Science (e-Science) Kamatar, Alok and Sakarvadia, Mansi and Hayot-Sasson, Valerie and Chard, Kyle and Foster, Ian 0
Learning to Maximize Network Bandwidth Utilization with Deep Reinforcement Learning 2023 GLOBECOM 2023 - 2023 IEEE Global Communications Conference Hasibul Jamil and Elvis Rodrigues and Jacob Goldverg and Tevfik Kosar 0
Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness 2023 Proceedings of the Symposium on Principles and Practices of Parallel Programming (PPoPP) Zhen Xie and Jie Liu and Jiajia Li and Dong Li 0
Methodologies for Reproducible Analysis of Workflows on the Edge-to-Cloud Continuum 2023 Hal Science Daniel Rosendo 0
Metrics for Sustainability in Data Centers 2023 ACM SIGENERGY Energy Informatics Review Anshul Gandhi and K. Ghose and Kartik Gopalan and Syed Rafiul Hussain and Dongyoon Lee and David and Liu and Zhen Liu and P. McDaniel and Shuai Mu and E. Zadok 0
MSF-Model: Modeling Metastable Failures in Replicated Storage Systems 2023 ArXiv Farzad Habibi and Tania Lorido-Botran and Ahmad J. Showail and D. Sturman and Faisal Nawab 0
Multi-mode Learning: Not One Learning Mode is Strictly Better than the Other 2023 2nd ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Networks (FedEdge'23), in conjunction with MobiCom'23,Madrid, Spain Harshit Daga and Ada Gavrilovska 0
Neutral, non-disruptive, and native: Why do Chinese nonprofit scholars cite English articles? 2023 Nonprofit and Voluntary Sector Quarterly Ma, Ji 0
Online Learning for Right-Sizing Serverless Function Invocations 2023 None Prasoon Sinha and Kostis Kaffes and N. Yadwadkar 0
Optimizing CPU Performance for Recommendation Systems At-Scale 2023 Proceedings of the 50th Annual International Symposium on Computer Architecture Jain, Rishabh and Cheng, Scott and Kalagi, Vishwas and Sanghavi, Vrushabh and Kaul, Samvit and Arunachalam, Meena and Maeng, Kiwan and Jog, Adwait and Sivasubramaniam, Anand and Kandemir, Mahmut Taylan and others 0
Optimizing the Training of Co-Located Deep Learning Models Using Cache-Aware Staggering 2023 2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC) Kevin Assogba and Bogdan Nicolae and M. Rafique 0
Orchestration of materials science workflows for heterogeneous resources at large scale 2023 International Journal of High Performance Computing Applications Naweiluo Zhou and Giorgio Scorzelli and Jakob Luettgau and Rahul R. Kancharla and Joshua J. Kane and Robert Wheeler and Brendan P. Croom and Pania Newell and Valerio Pascucci and Michela Taufer 0
Performance Overheads of Confidential Virtual Machines 2023 To appear - In Proceedings of the 31st {IEEE} International Symposium on the Modeling, Analysis, and Simulation of Computerand Telecommunication Systems (MASCOTS) Mingjie Yan and Kartik Gopalan 0
Performance-Aware Energy-Efficient GPU Frequency Selection using DNN-based Models 2023 Proceedings of the 52nd International Conference on Parallel Processing Ghazanfar Ali and Mert Side and Sridutt Bhalachandra and Nicholas J. Wright and Yong Chen 0
Perseus: Removing Energy Bloat from Large Model Training 2023 ArXiv Jae-Won Chung and Yile Gu and Insu Jang and Luoxi Meng and Nikhil Bansal and Mosharaf Chowdhury 0
Pocket: ML Serving from the Edge 2023 Proceedings of the Eighteenth European Conference on Computer Systems M. Park and Ketan Bhardwaj and Ada Gavrilovska 0
Privacy and Efficiency of Communications in Federated Split Learning 2023 IEEE Transactions on Big Data Zhang, Zongshun and Pinto, Andrea and Turina, Valeria and Esposito, Flavio and Matta, Ibrahim 0
ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum 2023 2023 IEEE International Conference on Cluster Computing (CLUSTER) Daniel Rosendo and M. Mattoso and Alexandru Costan and Renan Souza and Débora B. Pina and P. Valduriez and Gabriel Antoniu 0
Quantum Task Mapping for Distributed Heterogeneous Computing Systems 2023 {IEEE} International Conference on Quantum Computing and Engineering,{QCE} 2023, Bellevue, WA, USA, September 17-22, 2023,{IEEE} Kenzie Ellenberger andDylan Couch andJeffrey Greer andNoah Gregory andLuis Sanchez andKaleb Love andYaroslav Koshka andSamee U. Khan 0
Real-time detection of deception attacks in cyber-physical systems 2023 International Journal of Information Security Feiyang Cai and Xenofon Koutsoukos 1
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems 2023 Proceedings of the 3rd Workshop on Machine Learning and Systems Mehran Salmani and Saeid Ghafouri and Alireza Sanaee and Kamran Razavi and M. Muhlhauser and Joseph Doyle and Pooyan Jamshidi and Mohsen Sharif Iran University of Science and Technology and Queen Mary University London and Technical University of Darmstadt and U. O. N. Carolina 0
Rethinking Robust Contrastive Learning from the Adversarial Perspective 2023 New Frontiers in Adversarial Machine Learning at ICML'23 Ghofrani, Fatemeh and Yaghouti, Mehdi and Jamshidi, Pooyan 0
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds 2023 2023 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) Antonino Angi and Alessio Sacco and Enrico Alberti and G. Marchetto and Flavio Esposito 0
Runtime composition of iterations for fusing loop-carried sparse dependence 2023 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis Cheshmi, Kazem and Strout, Michelle and Mehri Dehnavi, Maryam 0
Scaling Up: Growth of the Indy Student Cluster Competition 2023 Practice and Experience in Advanced Research Computing Daniel Dietz and Darshan Sarojini and A. Gharbi and Le Mai Weakley 0
Scaling Up: Growth of the Indy Student Cluster Competition 2023 PEARC '23 Dietz, Daniel and Sarojini, Darshan and Gharbi, Aroua and Weakley, Le Mai 0
SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training 2023 21st USENIX Conference on File and Storage Technologies (FAST 23) Redwan Ibne Seraj Khan and Ahmad Hossein Yazdani and Yuqi Fu and Arnab K Paul and Bo Ji and Xun Jian and Yue Cheng and Ali R Butt 0
Silca: Singular Caching of Homomorphic Encryption for Outsourced Databases in Cloud Computing 2023 ArXiv Dongfang Zhao 0
SLASH: Serverless Apache Spark Hub 2023 DEBS '23 Spillner, Josef 0
SLICES Data Management Infrastructure for Reproducible Experimental Research on Digital Technologies 2023 2023 IEEE Globecom Workshops (GC Wkshps) Yuri Demchenko and Sebastian Gallenmüller and Serge Fdida and Thijs Rausch and Panayiotis Andreou and Damien Saucez 0
Smuche: Scalar-Multiplicative Caching in Homomorphic Encryption 2023 ArXiv Dongfang Zhao 0
Solo: Data Discovery Using Natural Language Questions Via A Self-Supervised Approach 2023 Proceedings of the ACM on Management of Data Qiming Wang and Raul Castro Fernandez 0
Some New Observations on SLO-aware Edge Stream Processing 2023 2023 IEEE Cloud Summit Shahid, Amna and Kang, Peng and Lama, Palden and Khan, Samee U. 0
Streaming Hardware Compressor Generator Framework 2023 DRBSD2023: Workshop on Data Analysis and Reduction for Big Scientific Data,ACM,Denver, CO Kazutomo Yoshii and Tomohiro Ueno and Kentaro Sano and Antonino Miceli and Franck Cappello 0
Studying Latency and Throughput Constraints for Geo-Distributed Data in the National Science Data Fabric 2023 HPDC '23 Luettgau, Jakob and Martinez, Heberth and Tarcea, Glenn and Scorzelli, Giorgio and Pascucci, Valerio and Taufer, Michela 0
Three Pillars of Practical Reproducibility 2023 2023 IEEE 19th International Conference on e-Science (e-Science) Katarzyna Keahey and J. Anderson and Mark Powers and Adam Cooper 0
Tolerate Control-Flow Changes for Sound Data Race Prediction 2023 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE) Zhu, Shihao and Guo, Yuqi and Zhang, Long and Cai, Yan 0
Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching 2023 Proc. {ACM} Manag. Data Olamide Timothy Tawose andJun Dai andLei Yang andDongfang Zhao 0
Towards cost-effective and resource-aware aggregation at Edge for Federated Learning 2023 {IEEE} International Conference on Big Data, BigData 2023, Sorrento,Italy, December 15-18, 2023,{IEEE} Ahmad Faraz Khan andYuze Li andXinran Wang andSabaat Haroon andHaider Ali andYue Cheng andAli Raza Butt andAli Anwar 0
Towards Shareable and Reproducible Cloud Computing Experiments 2023 2023 IEEE Cloud Summit Malik, Tanu and Khan, Samee U. 0
TransEdge: Supporting Efficient Read Queries Across Untrusted EdgeNodes 2023 Proceedings 26th International Conference on Extending Database Technology, EDBT 2023, Ioannina, Greece, March 28-31, 2023, OpenProceedings.org Abhishek A. Singh and Aasim Khan and Sharad Mehrotra and Faisal Nawab 0
Using Chameleon Cloud to Drive HPC Education - An OpenMP Tutorial Experience 2023 4th Chameleon User Meeting Monsalve Diaz, Jose M and Vivas Meza, Aurelio Antonio and Alvarez, Carlos E. and Hernández, Esteban 0
We Need More Reproducibility Content Across the Computer Science Curriculum 2023 Proceedings of the 1st ACM Conference on Reproducibility and Replicability, REP 2023 Fraida Fund 0
WedgeBlock: An Off-Chain Secure Logging Platform for Blockchain Applications 2023 Proceedings 26th International Conference on Extending Database Technology, EDBT 2023, Ioannina, Greece, March 28-31, 2023, OpenProceedings.org Abhishek A. Singh andYinan Zhou andMohammad Sadoghi andSharad Mehrotra andShantanu Sharma andFaisal Nawab 0
WfCommons: Data Collection and Runtime Experiments using Multiple Workflow Systems 2023 The 1st IEEE International Workshop on Workflows in Distributed Environments (WiDE 2023) Casanova, Henri and Berney, Kyle and Chastel, Serge and Ferreira da Silva, Rafael 0
{ECHAIN:} Securing Electronic Device Provenance through Privacy-PreservingConsortium Blockchains 2023 53rd Annual {IEEE/IFIP} International Conference on Dependable Systemsand Networks, {DSN} 2023 - Supplemental Volume, Porto, Portugal, June27-30, 2023,{IEEE} Abdullah Al{-}Mamun andDongfang Zhao 0
{[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification} 2023 ReScience C Priyanka Bose and Chandra Shekhar Pandey and Fraida Fund 0
A multimodal approach to automated generation of radiology reports using contrastive learning 2022 None Leonardi, Giorgio and Portinale, Luigi and Santomauro, Andrea 0
A New Facial Authentication Pitfall and Remedy in Web Services 2022 IEEE Transactions on Dependable and Secure Computing Dalton Cole and Sara Newman and Dan Lin 5
A Question-Answer Driven Approach to Reveal Affirmative Interpretations from Verbal Negations 2022 Findings of the Association for Computational Linguistics: NAACL 2022,Accepted, To Appear Hossain, Md Mosharaf and Holman, Luke and Kakileti, Anusha and Kao, Tiffany Iris and Brito, Nathan Raul and Mathews, Aaron Abraham and Blanco, Eduardo 1
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization 2022 ArXiv Hasibul Jamil and Elvis Rodrigues and Jacob Goldverg and T. Kosar 0
A Software Framework for Scientific Workflow Orchestration at Large Scale 2022 Proceedings of the 18th IEEE International Conference on e-Science (eScience), IEEE Computer Society, Salt Lake City, Utah, USA Zhou, Nauweiluo and Luettgau, Jakob and Kancharla, Rahul Reddy and Kane, Joshua and Croom, Brendan and Wheeler, Robert and Newell, Pania and Scorzelli, Giorgio and Pascucci, Valerio and Taufer, Michela 0
A Vision Transformer Architecture for Open Set Recognition 2022 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) Feiyang Cai and Zhenkai Zhang and Jie Liu and Xenofon Koutsoukos 0
AccMPEG: Optimizing Video Encoding for Accurate Video Analytics 2022 Proceedings of Machine Learning and Systems Du, Kuntai and Zhang, Qizheng and Arapin, Anton and Wang, Haodong and Xia, Zhengxu and Jiang, Junchen 5
Advancing the State-of-the-Art in Iris Biometrics: Permanence, Individuality and Security 2022 Clarkson University Priyanka Das 0
AgileCtrl: a self-adaptive framework for configuration tuning 2022 ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering Shu Wang and Henry Hoffmann and Shan Lu 0
Ainur: A Framework for Repeatable End-to-End Wireless Edge Computing Testbed Research. 2022 CoRR Manuel Olguin Munoz and Seyed Samie Mostafavi and Vishnu Narayanan Moothedath and James Gross 0
An Analysis of Negation in Natural Language Understanding Corpora 2022 Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Short Papers),Accepted, To Appear Hossain, Md Mosharaf and Chinnappa, Dhivya and Blanco, Eduardo 13
An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services 2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS),IEEE Wilbur, Michael and Kadir, Salah and Kim, Youngseo and Pettet, Geoffrey and Mukhopadhyay, Ayan and Pugliese, Philip and Samaranayake, Samitha and Laszka, Aron and Dubey, Abhishek 5
Analysis of communication and computation overlap in accelerated programs 2022 Sushma Yellapragada 0
Application of Edge-to-Cloud Methods Toward Deep Learning 2022 2022 IEEE 18th International Conference on e-Science (e-Science) Khushi Choudhary and Nona Nersisyan and Edward Lin and Shobana Chandrasekaran and Rajiv Mayani and Loïc Pottier and Angela P. Murillo and Nicole K. Virdone and Kerk Kee and Ewa Deelman 0
Application-Aware Scheduling in Deep Learning Software Stacks 2022 Peifeng Yu 0
Automating Edge-to-cloud Workflows for Science: Traversing the Edge-to-cloud Continuum with Pegasus 2022 22nd ACM/IEEE International workshop on Cloud-to-Things continuum: towards the convergence of IoT, Edge and Cloud Computing (Cloud2Things 2022),IEEE Ryan Tanaka and George Papadimitriou and Sai Charan Viswanath and Cong Wang and Eric Lyons and Komal Thareja and Chengyi Qu and Alicia Esquivel and Ewa Deelman and Anirban Mandal and Prasad Calyam and Michael Zink 3
Bridging state and nonprofit: Differentiated embeddedness of Chinese political elites in charitable foundations 2022 Journal of Chinese Political Science,Springer Ma, Ji 2
Canary: Fault-Tolerant FaaS for Stateful Time-Sensitive Applications 2022 2022 SC22: International Conference for High Performance Computing, Networking, Storage and Analysis (SC) (SC),IEEE Computer Society,Los Alamitos, CA, USA M. Arif and K. Assogba and M. Rafique 0
CELEST: Federated Learning for Globally Coordinated Threat Detection 2022 ArXiv Talha Ongun and Simona Boboila and Alina Oprea and Tina Eliassi-Rad and Jason Hiser and J. Davidson 2
Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression 2022 ArXiv Yi Ding and Alex Renda and Ahsan Pervaiz and Michael Carbin and Henry Hoffmann 2
Certified Adversarial Robustness via Anisotropic Randomized Smoothing 2022 CoRR Hanbin Hong andYuan Hong 1
CMOT: Cross-Modality Optimal Transport for multimodal inference 2022 Genome Biology Sayali Alatkar and Daifeng Wang 0
Composable Infrastructures for an Academic Research Environment: Lessons Learned 2022 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Lance Long and Timothy Bargo and L. Renambot and Maxine D. Brown and Andrew E. Johnson 2
Consensus formation in nonprofit and philanthropic studies: A study of networks, reputation, and gender 2022 Nonprofit and Voluntary Sector Quarterly,Sage Publications Ma, Ji and Bekkers, Rene and others 0
Containers in HPC 2022 Journal of Supercomputing R Keller Tesser, E Borin 11
Cypress: input size-sensitive container provisioning and request scheduling for serverless platforms 2022 Proceedings of the 13th Symposium on Cloud Computing Vivek M. Bhasi and J. Gunasekaran and Aakash Sharma and M. Kandemir and C. Das 1
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow 2022 ArXiv Siyuan Xia and Zhiru Zhu and Chris Zhu and Jinjin Zhao and K. Chard and Aaron J. Elmore and Ian D. Foster and Michael and Franklin and Sanjay Krishnan and R. Fernandez 0
Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search 2022 Pettet, Geoffrey and Mukhopadhyay, Ayan and Dubey, Abhishek 3
Deepsteal: Advanced model extractions leveraging efficient weight stealing in memories 2022 2022 IEEE Symposium on Security and Privacy (SP) Rakin, Adnan Siraj and Chowdhuryy, Md Hafizul Islam and Yao, Fan and Fan, Deliang 21
Dense Dynamic Blocks: Optimizing SpMM for Processors with Vector and Matrix Units Using Machine Learning Techniques 2022 Proceedings of the ACM international conference on Supercomputing Serif Yesil and Jose E. Moreira and Josep Torrellas 2
DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 Proceedings of the VLDB Endowment Sekwon Lee and Soujanya Ponnapalli and Sharad Singhal and Marcos K. Aguileraand Kimberly Keeton and Vijay Chidambaram 4
Disentangling Indirect Answers to Yes-No Questions in Real Conversations 2022 Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics,Accepted, To Appear Sanagavarapu, Krishna Chaitanya and Singaraju, Jathin Pranav and Kakileti, Anusha and Kaza, Anirudh and Mathews, Aaron Abraham and Li, Helen and Brito, Nathan Raul and Blanco, Eduardo 0
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review 2022 J. Parallel Distributed Comput. Daniel Rosendo and Alexandru Costan and P. Valduriez and G. Antoniu 23
DPOAD: Differentially Private Outsourcing of Anomaly Detection throughIterative Sensitivity Learning 2022 CoRR Meisam Mohammady andHan Wang andLingyu Wang andMengyuan Zhang andYosr Jarraya andSuryadipta Majumdar andMakan Pourzandi andMourad Debbabi andYuan Hong 1
E-Transit-Bench: Simulation Platform for Analyzing Electric Public Transit Bus Fleet Operations 2022 Proceedings of the Thirteenth ACM International Conference on Future Energy Systems,e-Energy '22,Association for Computing Machinery,New York, NY, USA Sen, Rishav and Bharati, Alok Kumar and Khaleghian, Seyedmehdi and Ghosal, Malini and Wilbur, Michael and Tran, Toan and Pugliese, Philip and Sartipi, Mina and Neema, Himanshu and Dubey, Abhishek 1
Easy-to-Implement Two-Server based Anonymous Communication with Simulation Security 2022 Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security Adam Bowers and Jize Du and Dan Lin and Wei-Qiang Jiang 0
EMoMiS: A Pipeline for Epitope-based Molecular Mimicry Search in Protein Structures with Applications to SARS-CoV-2 2022 bioRxiv Vitalii Stebliankin and Prabin Baral and Christian A Balbin and Janelle Nunez-Castilla and Masrur Sobhan and Trevor M. Cickovski and A. Mondal and Jessica Siltberg-Liberles and P. Chapagain and K. Mathee and G. Narasimhan 4
Energy Efficient Cross-Layer Optimization Algorithms for High Performance Data Transfers 2022 State University of New York at Buffalo Lavone Rodolph 0
Energy-Efficient Data Transfer Optimization via Decision-Tree Based Uncertainty Reduction 2022 ICCCN 2022 Jamil, Hasibul and Rodolph, Lavone and Goldverg, Jacob and Kosar, Tevfik 1
EnosLib: A Library for Experiment-Driven Research in Distributed Computing 2022 IEEE Transactions on Parallel and Distributed Systems Ronan-Alexandre Cherrueau and Marie Delavergne and Alexandre van Kempen and A. Lèbre and Dimitri Pertin and J. R. Balderrama and Anthony Simonet and Matthieu Simonin 7
Entity Cloze By Date: What LMs Know About Unseen Entities 2022 Findings of NAACL (short) Yasumasa Onoe, Michael J.Q. Zhang, Eunsol Choi, and Greg Durrett 5
Estimating the Impact of Communication Schemes for Distributed Graph Processing 2022 2022 21st International Symposium on Parallel and Distributed Computing (ISPDC) Tian Ye and S. Kuppannagari and C. Rose and Sasindu Wijeratne and R. Kannan and V. Prasanna 0
Evaluating SciStream (Federated Scientific Data Streaming Architecture) on FABRIC 2022 2022 IEEE/ACM International Workshop on Innovating the Network for Data-Intensive Science (INDIS) Qu, Chengyi and Chung, Joaquin and Liu, Zhengchun and Bicer, Tekin and Kettimuthu, Rajkumar 0
Evaluation of Cache Attacks on Arm Processors and Secure Caches 2022 IEEE Transactions on Computers Shuwen Deng and Nikolay Matyunin and Wenjie Xiong and Stefan Katzenbeisser and Jakub Szefer 5
Exploiting CXL-based Memory for Distributed Deep Learning 2022 2022 51st International Conference on Parallel Processing (ICPP) Arif, Moiz and Assogba, Kevin and Rafique, M. Mustafa and Vazhkudai, Sudharshan 1
FABRIC Network Service Model 2022 2022 IFIP Networking Conference, IFIP Networking 2022 Paul Ruth and Ilya Baldin and Komal Thareja and Tom Lehman and Xi Yang and Ezra Kissel 0
Face Recognition in Children: A Longitudinal Study 2022 2022 International Workshop on Biometrics and Forensics, IWBF 2022 Keivan Bahmani and Stephanie Schuckers 3
Fair sharing of network resources among workflow ensembles 2022 Cluster Computing George Papadimitriou and Eric Lyons and Cong Wang and Komal Thareja and Ryan Tanaka and Paul Ruth and Ivan Rodero and Ewa Deelman and Michael Zink and Anirban Mandal 1
Finding and Analyzing Crash-Consistency Bugs in Persistent-Memory File Systems 2022 ArXiv Hayley LeBlanc and Shankara Pailoor and Işıl Dillig and James Bornholt and Vijay Chidambaram 0
Generating Literal and Implied Subquestions to Fact-check Complex Claims 2022 arXiv Jifan Chen, Aniruddh Sriram, Eunsol Choi, and Greg Durrett 4
Gestalt computing: Hybrid traditional hpc and cloud hardware and software support 2022 CLOUD COMPUTING Jay Lofstead and Andrew Younge 1
High-performance reliable network-multicast over a trial deployment 2022 Cluster Computing Yuanlong Tan and M. Veeraraghavan and Hwajung Lee and S. Emmerson and J. Davidson 1
How Does an Authoritarian State Co-opt Its Social Scientists Studying Civil Society? 2022 VOLUNTAS: International Journal of Voluntary and Nonprofit Organizations Ma, Ji 3
Impact of COVID-19 on Public Transit Accessibility and Ridership 2022 Transportation Research Record Wilbur, Michael and Ayman, Afiya and Sivagnanam, Amutheezan and Ouyang, Anna and Poon, Vincent and Kabir, Riyan and Vadali, Abhiram and Pugliese, Philip and Freudberg, Daniel and Laszka, Aron and Dubey, Abhishek 92
Impact of Pose Estimation Models for Landmark-based Sign Language Recognition 2022 None Lazo-Quispe, Cristian and Huamani-Malca, Joe and Huaman-Ramos, Manuel Stev Harold and Bejarano, Gissella and Rivas, Pablo and Cerny, Tomas 0
IndySCC: A New Student Cluster Competition That Broadens Participation 2022 PEARC 2022 Conference Series - Practice and Experience in Advanced Research Computing 2022 - Revolutionary: Computing, Connections, You Darshan Sarojini and Aroua Gharbi 0
IoT for Smart Operations in the Oil and Gas Industry: From Upstream to Downstream 2022 Gulf Professional Publishing Razin Farhan Hussain and Ali Mokhtari and Ali Ghalambor and Mohsen Amini Salehi 1
L-SRR: Local Differential Privacy for Location-Based Services withStaircase Randomized Response 2022 CoRR Han Wang andHanbin Hong andLi Xiong andZhan Qin andYuan Hong 4
LabStor: A Modular and Extensible Platform for Developing High-Performance, Customized I/O Stacks in Userspace 2022 SC22: International Conference for High Performance Computing, Networking, Storage and Analysis Luke Logan and Jaime Cernuda Garcia and J. Lofstead and Xian-He Sun and Anthony Kougkas 2
Leva: Boosting Machine Learning Performance with Relational Embedding Data Augmentation 2022 SIGMOD Zhao, Alex and Castro Fernandez, Raul 4
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding 2022 Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP),Association for Computational Linguistics. Accepted, To Appear Hossain, Md Mosharaf and Blanco, Eduardo 0
Locality-based transfer learning on compression autoencoder for efficient scientific data lossy compression 2022 Journal of Network and Computer Applications Nan Wang and Tong Liu and Jinzhen Wang and Qing Liu and Shakeel Alibhai and Xubin He 0
LockedDown: Exploiting Contention on Host-GPU PCIe Bus for Fun and Profit 2022 2022 IEEE 7th European Symposium on Security and Privacy (EuroS&P) Side, Mert and Yao, Fan and Zhang, Zhenkai 0
Managing prefetchers with deep reinforcement learning 2022 IEEE Computer Architecture Letters,IEEE Jalili, Majid and Erez, Mattan 1
Minimizing packet retransmission for real-time video analytics 2022 SoCC 2022 - Proceedings of the 13th Symposium on Cloud Computing Haodong Wang and Kuntai Du and Junchen Jiang 0
Moving from Composable to Programmable 2022 Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2022 Zhongyi Chen and Luc Renambot and Lance Long and Maxine Brown and Andrew E. Johnson 1
NSDF-Cloud: Enabling Ad-Hoc Compute Clusters Across Academic and Commercial Clouds 2022 Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing,HPDC '22,Association for Computing Machinery,New York, NY, USA Luettgau, Jakob and Olaya, Paula and Zhou, Naweiluo and Scorzelli, Giorgio and Pascucci, Valerio and Taufer, Michela 1
NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction 2022 Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022,mlsys.org Yi Ding and Avinash Rao and Hyebin Song and Rebecca Willett and Henry Hoffmann 2
NVMe-OAF: Towards Adaptive NVMe-oF for IO-Intensive Workloads on HPC Cloud 2022 Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing,HPDC '22,Association for Computing Machinery,New York, NY, USA Kashyap, Arjun and Lu, Xiaoyi 4
Object as a Service (OaaS): Enabling Object Abstraction in Serverless Clouds 2022 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) Pawissanutt Lertpongrujikorn and M. Salehi 0
On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data 2022 None Talusan, Jose Paolo and Mukhopadhyay, Ayan and Freudberg, Dan and Dubey, Abhishek 0
On Realizing Efficient Deep Learning Using Serverless Computing 2022 Proceedings of the 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing,CCGrid,IEEE,Taormina (Messina), Italy, May 2022 Assogba, Kevin and Arif, Moiz and Rafique, M. Mustafa and Nikolopoulos, Dimitrios S. 2
On the Feasibility of Simulation-driven Portfolio Scheduling for Cyberinfrastructure Runtime Systems 2022 Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP) Casanova, Henri and Wong, Yick Ching and Pottier, Loic and Ferreira da Silva, Rafael 1
On the Feasibility of Training-time Trojan Attacks through Hardware-based Faults in Memory 2022 2022 IEEE International Symposium on Hardware Oriented Security and Trust (HOST) Cai, Kunbei and Zhang, Zhenkai and Yao, Fan 1
OneLNK: One Link to Rule Them All: Web-based Wireless Experimentation for Multi-vendor Remotely Accessible Indoor/Outdoor Testbeds 2022 Proceedings of the 15th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization M. M. Lunar and Jianxin Sun and John Wensowitch and Michael Fay and Halit Bugra Tulay and Venkat Sai Suman Lamba Karanam and Brian Qiu and Deepak Nadig and G. Attebury and Hongfeng Yu and J. Camp and C. E. Koksal and D. Pompili and B. Ramamurthy and M. Hashemi and E. Ekici and M. Vuran 1
Optimal GPU Frequency Selection using Multi-Objective Approaches for HPC Systems 2022 2022 IEEE High Performance Extreme Computing Conference (HPEC) Ali, Ghazanfar and Bhalachandra, Sridutt and Wright, Nicholas and Side, Mert and Chen, Yong 1
Orchestration of HPC Workflows: Scalability Testing and Cross-System Execution 2022 Kent State University Jacob Tronge 0
Orloj: Predictably Serving Unpredictable DNNs 2022 arXiv preprint arXiv:2209.00159 Peifeng Yu and Yuqing Qiu and Xin Jin and Mosharaf Chowdhury 0
Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems 2022 Vanderbilt University Feiyang Cai 26
PeruSIL: A Framework to Build a Continuous Peruvian Sign Language Interpretation Dataset 2022 Proceedings of the LREC2022 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources, European Language Resources Association (ELRA), Marseille, France Bejarano, Gissella Maria and Huamani-Malca, Joe and Cerna-Herrera, Francisco and Alva-Manchego, Fernando and Rivas, Pablo 1
Practical Federated Learning Infrastructure for Privacy-Preserving Scientific Computing 2022 The 3rd Workshop on Artificial Intelligence and Machine Learning for Scientific Applications, co-located with International Conference for High Performance Computing, Networking, Storage and Analysis (SC) Lesi Wang and Dongfang Zhao 3
Principled Algorithms for Real-time Sequential Decision Making for Large Scale Cyber-Physical Systems 2022 Geoffrey Pettet and others 0
PrivLBS: Local Differential Privacy for Location-Based Services with Staircase Randomized Response 2022 Proceedings of the ACM Conference on Computer and Communications Security Han Wang and Hanbin Hong and Li Xiong and Zhan Qin and Yuan Hong 0
Processor Microarchitecture Security 2022 Yale University Shuwen Deng 0
PROWESS: An Open Testbed for Programmable Wireless Edge Systems 2022 PEARC 2022 Conference Series - Practice and Experience in Advanced Research Computing 2022 - Revolutionary: Computing, Connections, You Jayson Boubin and Avishek Banerjee and Jihoon Yun and Haiyang Qi and Yuting Fang and Steve Chang and Kannan Srinivasan and Rajiv Ramnath and Anish Arora 2
Real-time Detection of Sensor Replay and Controller Integrity Attacks in Cyber-Physical Systems 2022 International Journal of Information Security Feiyang Cai and Xenofon Koutsoukos 0
Reducing Load Latency with Cache Level Prediction 2022 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) Jalili, Majid and Erez, Mattan 4
Reproducible Notebook Containers using Application Virtualization 2022 2022 IEEE 18th International Conference on e-Science (e-Science) Raza Ahmad and Naga Nithin Manne and Tanu Malik 0
SCANNS: Towards Scalable and Concurrent Data Indexing and Searching in High-End Computing System 2022 The 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing Orhean, Alexandru Iulian and Giannakou, Anna and Ramakrishnan, Lavanya and Chard, Kyle and Raicu, Ioan 1
SciStream: Architecture and Toolkit for Data Streaming between Federated Science Instruments 2022 Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing,HPDC '22,Association for Computing Machinery,New York, NY, USA Chung, Joaquin and Zacherek, Wojciech and Wisniewski, AJ and Liu, Zhengchun and Bicer, Tekin and Kettimuthu, Rajkumar and Foster, Ian 5
SCOPE: Safe Exploration for Dynamic Computer Systems Optimization 2022 CoRR Hyunji Kim andAhsan Pervaiz andHenry Hoffmann andMichael Carbin andYi Ding 0
Secure Decentralized IoT Service Platform Using Consortium Blockchain 2022 Sensors,MDPI Ruipeng Zhang and Chen Xu and Mengjun Xie 1
SMURF: Efficient and Scalable Metadata Access for Distributed Applications 2022 IEEE Transactions on Parallel and Distributed Systems Bing Zhang and Tevfik Kosar 1
TCP Davis: A Low Latency First Congestion Control Algorithm 2022 2022 IEEE International Conference on Networking, Architecture and Storage, NAS 2022 - Proceedings Taran Lynn and Dipak Ghosal 0
Toward a Lightweight Indexing Service for the National Science Data Fabric 2022 Proceedings of the 18th IEEE International Conference on e-Science (eScience), IEEE Computer Society, Salt Lake City, Utah, USA Luettgau, Jakob and Scorzelli, Giorgio and Zhou, Nauweiluo and Tarcea, Glenn and Lofstead, Jay and Pascucci, Valerio and Taufer, Michela 0
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A Hardware Co-design Workflow for Scientific Instruments at the Edge 2021 Smoky Mountains Computational Sciences and Engineering Conference Yoshii, Kazutomo and Sankaran, Rajesh and Strempfer, Sebastian and Levental, Maksim and Hammer, Mike and Miceli, Antonino 3
A Lightweight Relu-Based Feature Fusion For Aerial Scene Classification 2021 2021 IEEE International Conference on Image Processing (ICIP) Arefeen, Md Adnan and Nimi, Sumaiya Tabassum and Uddin, Md Yusuf Sarwar and Li, Zhu 9
A Machine Learning Approach for Rate Prediction in Multicast File-stream Distribution Networks 2021 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings Yujia Mu and Yuanlong Tan and Malathi Veeraraghavan and Cong Shen 0
A Performance Characterization of Scientific Machine Learning Workflows 2021 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS) Patrycja Krawczuk and George Papadimitriou and Ryan Tanaka and Tu Mai Anh Do and Srujana Subramanya and Shubham Nagarkar and Aditi Jain and Kelsie Lam and Anirban Mandal and Loic Pottier and others 0
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Adaptive Framework for Configuration Tuning 2021 The University of Chicago Shu Wang 0
Adversarial Machine Learning in Text Analysis and Generation 2021 CoRR Izzat Alsmadi 4
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An intelligent approach to resource allocation on heterogeneous cloud infrastructures 2021 Applied Sciences (Switzerland) Jack Marquez and Oscar H. Mondragon and Juan D. Gonzalez 2
Analysis of the Influence of the Length Scales in a Boundary-Layer Model 2021 Boundary-Layer Meteorology,Springer Ferrero, Enrico and Canonico, Massimo 0
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Automated Coding Using Machine Learning and Remapping the US Nonprofit Sector: A Guide and Benchmark 2021 Nonprofit and Voluntary Sector Quarterly,SAGE Publications Sage CA: Los Angeles, CA Ma, Ji 16
Automated Fast-flux Detection using Machine Learning and Genetic Algorithms 2021 IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Rana, Sachin and Aksoy, Ahmet 0
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BEE Orchestrator: Running Complex Scientific Workflows on Multiple Systems 2021 Proceedings - 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics, HiPC 2021 Jacob Tronge and Patricia Grubel and Timothy Randles and Quincy Wofford and Rusty Davis and Steven Anaya and Qiang Guan 2
BeeSwarm: Enabling Parallel Scaling Performance Measurement in Continuous Integration for HPC Applications 2021 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE) Jake Tronge and Jieyang Chen and Patricia Grubel and T. Randles and Rusty Davis and Quincy Wofford and Steven Anaya and Qiang Guan 5
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Canoe : A System for Collaborative Learning for Neural Nets 2021 ArXiv Harshit Daga and Yiwen Chen and Aastha Agrawal and Ada Gavrilovska 1
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Chameleon@ Edge Community Workshop Report 2021 Kate Keahey and Jason Anderson and Michael Sherman and Zhuo Zhen and Mark Powers and Isabel Brunkan and Adam Cooper 2
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Computational social science for nonprofit studies: Developing a toolbox and knowledge base for the field 2021 VOLUNTAS: International Journal of Voluntary and Nonprofit Organizations,Springer Ma, Ji and Ebeid, Islam Akef and de Wit, Arjen and Xu, Meiying and Yang, Yongzheng and Bekkers, Rene and Wiepking, Pamala 13
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge 2021 Proceedings of NeurIPS (Datasets and Benchmarks) Yasumasa Onoe, Michael J.Q. Zhang, Eunsol Choi, and Greg Durrett 20
Cuttlefish: Library for Achieving Energy Efficiency in Multicore Parallel Programs 2021 Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC’21). IEEE Press Sunil Kumar and Akshat Gupta and Vivek Kumar and Sridutt Bhalachandra 3
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Deep Slap Fingerprint Segmentation for Juveniles and Adults 2021 2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) Murshed, MG Sarwar and Kline, Robert and Bahmani, Keivan and Hussain, Faraz and Schuckers, Stephanie 3
EasyCloud: Multi-clouds made easy 2021 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) C. Anglano and M. Canonico and Marco Guazzone 2
Efficient Mining of Frequent Subgraphs with Two-Vertex Exploration 2021 arXiv preprint arXiv:2101.07690 Jiang, Peng and Wang, Rujia and Wu, Bo 1
Energy-saving Cross-layer Optimization of Big Data Transfer Based on Historical Log Analysis 2021 2021 IEEE International Conference on Communications (ICC) Rodolph. Lavone and Nine, MD SQ Zulkar and Di Tacchio, Luigi and Kosar, Tevfik 4
Ensemble Detection Model for IoT IDS 2021 Internet of Things Alaa Alhowaide and Izzat Alsmadi and Jian Tang 23
Evaluating Energy-Aware Scheduling Algorithms for I/O-Intensive Scientific Workflows 2021 International Conference on Computational Science Coleman, Tain\ a and Casanova, Henri and Gwartney, Ty and da Silva, Rafael Ferreira 2
Experimenting in a Global Multi-Domain Testbed 2021 IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Municio, Esteban and Cevik, Mert and Ruth, Paul and Marquez-Barja, Johann M 2
Exploring PIM Architecture for High-performance Graph Pattern Mining 2021 IEEE Computer Architecture Letters,IEEE Su, Jiya and He, Linfeng and Jiang, Peng and Wang, Rujia 4
Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation 2021 47th International Conference on Very Large Data Bases Jie Liu and Wenqian Dong and Qingqing Zhou and Dong Li 20
Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures 2021 IEEE International Conference on Cloud Computing (IEEE CLOUD) Valeria Turina and Zongshun Zhang and Flavio Esposito and Ibrahim Matta 9
Finding Similar Tweets in Health Related Topics 2021 2021 IEEE International Conference on Digital Health (ICDH) Villanueva-Vega, Danny and Rodriguez-Martinez, Manuel 0
Flexible Generation of Natural Language Deductions 2021 Proceedings of EMNLP Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri, and Greg Durrett 23
Fluid: Resource-Aware Hyperparameter Tuning Engine 2021 MLSys Peifeng Yu and Jiachen Liu and Mosharaf Chowdhury 8
FlyNet: a platform to support scientific workflows from the edge to the core for UAV applications 2021 Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing E. Lyons and Hakan Saplakoglu and M. Zink and Komal Thareja and A. Mandal and Chengyi Qu and Songjie Wang and P. Calyam and George Papadimitriou and Ryan Tanaka and E. Deelman 1
Framework for Analysing a Policy-driven Multi-Tenant Kubernetes Environment 2021 Proceedings - 2021 IEEE Cloud Summit, Cloud Summit 2021 Angel Beltre and Pankaj Saha and Madhusudhan Govindaraju 2
Generalizable and Interpretable Learning for Configuration Extrapolation 2021 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE '21) Ding, Yi and Pervaiz, Ahsan and Carbin, Michael and Hoffmann, Henry 15
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Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems 2021 IEEE Transactions on Parallel and Distributed Systems Chavit Denninnart and M. Salehi 4
Hidden Parameters Impacting Resurgence of SARS-CoV-2 Pandemic* 2021 medRxiv,Cold Spring Harbor Laboratory Press Zhang, Yi and Kapoor, Sanjiv 6
Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities 2021 ACM Trans. Cyber-Phys. Syst.,Association for Computing Machinery Pettet, Geoffrey and Mukhopadhyay, Ayan and Kochenderfer, Mykel J. and Dubey, Abhishek 2
High fidelity fingerprint generation: Quality, uniqueness, and privacy 2021 2021 IEEE International Conference on Image Processing (ICIP) Bahmani, Keivan and Plesh, Richard and Johnson, Peter and Schuckers, Stephanie and Swyka, Timothy 12
High-Ratio Lossy Compression: Exploring the Autoencoder to Compress Scientific Data 2021 IEEE Transactions on Big Data Tong Liu and Jinzhen Wang and Qing Liu and Shakeel Alibhai and Tao Lu and Xubin He 25
Kraken: Adaptive container provisioning for deploying dynamic DAGs in serverless platforms 2021 SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing Vivek M. Bhasi and Jashwant Raj Gunasekaran and Prashanth Thinakaran and Cyan Subhra Mishra and Mahmut Taylan Kandemir and Chita Das 20
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Leaking Secrets through Modern Branch Predictor in the Speculative World 2021 IEEE Transactions of Computers Chowdhuryy, Md Hafizul Islam and Yao, Fan 4
Leveraging Network Delay Variability to Improve QoE of Latency Critical Services 2021 2021 IEEE International Conference on Networking, Architecture and Storage (NAS) Shukla, Sambit K. and Farrens, Matthew K. 1
Leveraging notebooks on testbeds: The grid'5000 case 2021 IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2021 Luke Bertot and Lucas Nussbaum 1
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs 2021 Proceedings of the EQUATION_0 IEEE International Conference on Cloud Engineering (IC2E) Ali Raza and Zongshun Zhang and Nabeel Akhtar and Vatche Ishakian and Ibrahim Matta 8
Memory Optimization for Deep Networks 2021 International Conference on LearningRepresentations Aashaka Shah and Chao-Yuan Wu and Jayashree Mohanand Vijay Chidambaram and Philipp Kraehenbuehl 14
Mission Critical Energy-Efficient Infinite Scale Blockchain 2021 Provisional Patent Application,Temple University Justin Shi 0
Net-Preflight Check:Using File Transfers to MeasureNetwork Performance before Large Data Transfers 2021 ICSNC 2021, The Sixteenth International Conference on Systems and Networks Communications Bashir Mohammed and Mariam Kiran and Bjoern Enders 0
NetGraf: A Collaborative Network Monitoring Stack for Network Experimental Testbeds 2021 arXiv preprint arXiv:2105.10326 Kaur, Divneet and Mohammed, Bashir and Kiran, Mariam 1
NetGraf: An End-to-End Learning Network Monitoring Service 2021 2021 IEEE Workshop on Innovating the Network for Data-Intensive Science (INDIS) Bashir Mohammed and Mariam Kiran and Bjoern Enders 1
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Premier: A Concurrency-Aware Pseudo-Partitioning Framework for Shared Last-Level Cache 2021 2021 IEEE 39th International Conference on Computer Design (ICCD) Lu, Xiaoyang and Wang, Rujia and Sun, Xian-He 2
Profile-guided Frequency Scaling for Latency-Critical Search Workloads 2021 2021 21th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID) Medeiros, Daniel and Amorim, Denilson and Petrucci, Vinicius 0
Quantum-Class Cloud Computing 2021 Temple University Invention Disclosure,Temple University Internal Report J.Y. Shi 0
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ReLF: Scalable Remote Live Forensics for Android 2021 Proceedings - 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2021 Ruipeng Zhang and Mengjun Xie and Jiang Bian 2
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SAMPRA: Scalable Analysis, Management, Protection of Research Artifacts 2021 Proceedings of the 17th IEEE eScience Conference Patrick G. Bridges and Zeinab Akhavan and Jonathan Wheeler and Hussein Al-Azzawi and Orlando Albillar and Grace Faustino 0
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Towards Performance Clarity of Edge Video Analytics 2021 arXiv preprint arXiv:2105.08694 Xiao, Zhujun and Xia, Zhengxu and Zheng, Haitao and Zhao, Ben Y and Jiang, Junchen 11
TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks 2021 Accepted 2021 IEEE International Conference on Big Data (IEEE BigData '21) Md Adnan Arefeen and Sumaiya Tabassum Nimi and Md Yusuf Sarwar Uddin and Yugyung Lee 4
Understanding and Leveraging Cluster Heterogeneity for Efficient Execution of Cloud Services 2021 2021 IEEE 10th International Conference on Cloud Networking (CloudNet) S. Shukla and D. Ghosal and M.K. Farrens 1
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Ver: View Discovery in the Wild 2021 2023 IEEE 39th International Conference on Data Engineering (ICDE) Yue Gong and Zhiru Zhu and Sainyam Galhotra and R. Fernandez 1
VergeDB: A Database for IoT Analytics on Edge Devices 2021 11th Conference on Innovative Data Systems Research, CIDR 2021, Virtual Event, January 11-15, 2021, Online Proceedings, www.cidrdb.org John Paparrizos and Chunwei Liu and Bruno Barbarioli and Johnny Hwang and Ikraduya Edian and Aaron J. Elmore and Michael J. Franklin and Sanjay Krishnan 25
Virtines: Virtualization at Function Call Granularity 2021 ArXiv Nicholas C. Wanninger and Josh Bowden and Kyle C. Hale 1
W2FM: The Doubly-Warped Factorization Machine 2021 Pacific-Asia Conference on Knowledge Discovery and Data Mining Li, Mao-Lin and Candan, K Seluk 0
WfChef: Automated Generation of Accurate Scientific Workflow Generators 2021 17th IEEE eScience Conference Coleman, Taina and Casanova, Henri and Ferreira da Silva, Rafael 8
What Does the Post-Moore Era Mean for Research Software Engineering? 2021 ArXiv Kazutomo Yoshii 0
Written Justifications are Key to Aggregate Crowdsourced Forecasts 2021 Findings of the Association for Computational Linguistics: EMNLP 2021,Association for Computational Linguistics,Punta Cana, Dominican Republic Kotamraju, Saketh and Blanco, Eduardo 0
A Layered Approach for Modular Container Construction and Orchestration in HPC Environments 2020 Proceedings of the 11th Workshop on Scientific Cloud Computing Wofford, Quincy and Bridges, Patrick G and Widener, Patrick 2
A Logical Controller Architecture for Network Security 2020 Duke University Yuanjun Yao 0
A Practical Data Repository for Causal Learning with Big Data 2020 Benchmarking, Measuring, and Optimizing,Springer International Publishing Lu Cheng and Ruocheng Guo and Raha Moraffah and K. Seluk Candan and Adrienne Raglin and Huan Liu 12
A Rack-aware Pipeline Repair Scheme for Erasure-coded Distributed Storage Systems 2020 Proceedings of the 49th International Conference on Parallel Processing,ICPP 2020 Tong Liu and Shakeel Alibhai and Xubin He 3
A Trial Deployment of a Reliable Network-Multicast Application across Internet2 2020 Proceedings of INDIS 2020: Innovating the Network for Data-Intensive Science, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis Yuanlong Tan and Malathi Veeraraghavan and Hwajung Lee and Steve Emmerson and Jack Davidson 1
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ALERT: Accurate Learning for Energy and Timeliness 2020 2020 EQUATION_0USENIXEQUATION_1 Annual Technical Conference (USENIXATC 20) Wan, Chengcheng and Santriaji, Muhammad and Rogers, Eri and Hoffmann, Henry and Maire, Michael and Lu, Shan 34
An approach to image-based recommendation based on deep learning 2020 10th Italian Workshop on Machine Learning and Data Mining PORTINALE, Luigi and Santomauro, Andrea and Zoccola, Carlo 0
An On-Demand Weather Avoidance System for Small Aircraft Flight Path Routing 2020 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Eric Lyons and David Westbrook and Andrew Grote and George Papadimitriou and Komal Thareja and Cong Wang and Michael Zink and Ewa Deelman and Anirban Mandal and Paul Ruth 3
An OpenSHMEM Runtime for UPC 2020 Middle Tennessee State University Daniel Lewis 0
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APAC: An Accurate and Adaptive Prefetch Framework with Concurrent Memory Access Analysis 2020 2020 IEEE 38th International Conference on Computer Design (ICCD) Lu, Xiaoyang and Wang, Rujia and Sun, Xian-He 6
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ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense 2020 arXiv preprint arXiv:2001.00308 Ying Meng and Jianhai Su and Jason M O'Kane and Pooyan Jamshidi 5
Attending to Entities for Better Text Understanding 2020 Proceedings of the AAAI Conference on Artificial Intelligence Cheng, Pengxiang and Erk, Katrin 23
Automating telemetry-and trace-based analytics on large-scale distributed systems 2020 Boston University Emre Ates 0
Bayesian learning for hardware and software configuration co-optimization 2020 TR-2020-13 University of Chicago Yi Ding and Ahsan Pervaiz and Sanjay Krishnan and Henry Hoffmann 3
BranchSpec: Information Leakage Attacks Exploiting Speculative Branch Instruction Executions 2020 IEEE International Conference on Computer Design (ICCD) Chowdhuryy, Md Hafizul Islam and Liu, Hang and Yao, Fan 18
Bridging Storage Semantics Using Data Labels and Asynchronous I/O 2020 ACM Trans. Storage,Association for Computing Machinery,New York, NY, USA Kougkas, Anthony and Devarajan, Hariharan and Sun, Xian-He 0
Characterizing and Leveraging Granger Causality in Cybersecurity: Framework and Case Study 2020 EAI Endorsed Trans. Security Safety Van Trieu-Do and Richard Garcia-Lebron and Maochao Xu and Shouhuai Xu and Yusheng Feng 2
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Combining split and federated architectures for efficiency and privacy in deep learning 2020 Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies Turina, Valeria and Zhang, Zongshun and Esposito, Flavio and Matta, Ibrahim 14
Compression Ratio Modeling and Estimation across Error Bounds for Lossy Compression 2020 IEEE Transactions on Parallel and Distributed Systems Jinzhen Wang and Tong Liu and Qing Liu and Xubin He and Huizhang Luo and Weiming He 14
Convolutional Recurrent Neural Network Based Direction of Arrival Estimation Method Using Two Microphones for Hearing Studies 2020 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) K\"u\"uk, Abdullah and Panahi, Issa MS 2
CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters 2020 DS-RT'20: The 24th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, Prague, Czech Republic Maurya, Avinash and Nicolae, Bogdan and Guliani, Ishan and Rafique, M Mustafa 5
Cost- and QoS-Efficient Serverless Cloud Computing 2020 ArXiv Chavit Denninnart 2
Curious cases of corporations in OpenStreetMap 2020 Proceedings of the Academic Track at the State of the Map 2020 Online Conference Anderson, J and Sarkar, D 5
Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures 2020 Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020, ACM John Paparrizos and Chunwei Liu and Aaron J. Elmore and Michael J. Franklin 37
Delaunay triangulation of large-scale datasets using two-level parallelism 2020 Parallel Computing,Elsevier Nguyen, Cuong M and Rhodes, Philip J 2
Design and Evaluation of a Simple Data Interface for Efficient Data Transfer across Diverse Storage 2020 ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS) Zhengchun Liu and R. Kettimuthu and Joaquín Chung and R. Ananthakrishnan and M. Link and Ian T Foster 7
Design and Integration of alert signal detector and separator for hearing Aid applications 2020 IEEE Access,IEEE Bhat, Gautam Shreedhar and Shankar, Nikhil and Panahi, Issa MS 5
Developing Accurate and Scalable Simulators of Production Workflow Management Systems with WRENCH 2020 Future Generation Computer Systems Casanova, Henri and Ferreira da Silva, Rafael and Tanaka, Ryan and Pandey, Suraj and Jethwani, Gautam and Koch, William and Albrecht, Spencer and Oeth, James and Suter, Fr\'ed\'eric 38
Driverless vehicle security: Challenges and future research opportunities 2020 Future Generation Computer Systems, Elsevier BV Gonzalo De La Torre and Paul Rad and Kim-Kwang Raymond Choo 129
Dynamic power management for value-oriented schedulers in power-constrained HPC system 2020 Parallel Computing, Elsevier BV Nirmal Kumbhare and Ali Akoglu and Aniruddha Marathe and Salim Hariri and Ghaleb Abdulla 11
Easycloud: a rule based toolkit for multi-platform cloud/edge service management 2020 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC) Cosimo Anglano and Massimo Canonico and Marco Guazzone 9
Ecological management of stochastic systems with long transients 2020 Theor Ecol, Springer Science and Business Media LLC Carl Boettiger 3
Exosphere-Bringing The Cloud Closer 2020 2020 IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies (SuperCompCloud) Pistorius, Julian and Martin, Chris and Sudarshan, Sanjana and LeBauer, David S 3
Expanding Cost-Aware Function Execution with Multidimensional Notions of Cost 2020 Proceedings of the 1st Workshop on High Performance Serverless Computing Matt Baughman and Rohan Kumar and Ian T Foster and K. Chard 4
Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures 2020 2020 IEEE International Conference on Cluster Computing (CLUSTER), IEEE Jie Ren and Kai Wu and Dong Li 9
FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers 2020 SC21: International Conference for High Performance Computing, Networking, Storage and Analysis Zheng Chai and Yujing Chen and Ali Anwar and Liang Zhao and Yue Cheng and H. Rangwala 50
Fifer: Tackling Resource Underutilization in the Serverless Era 2020 USENIX Middleware Conference Jashwant Raj Gunasekaran and Prashanth Thinakaran and Nachiappan C.Nachiappan and Mahmut Taylan Kandemir and Chita R. Das 35
Fine-Grained Entity Typing for Domain Independent Entity Linking 2020 AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence (AAAI) Yasumasa Onoe and Greg Durrett 60
Fine-Grained Instruction Placement in Polymorphic Computing Architectures 2020 2020 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE David Hentrich and Erdal Oruklu and Jafar Saniie 0
Future-Proof Your Research: Designing for Replicability and Reproducibility 2020 Isabel Brunkan and Zhuo Zhen and Kate Keahey and Levent Toksoz 0
GTT: Guiding the Tensor Train Decomposition 2020 Similarity Search and Applications,Springer International Publishing Mao-Lin Li and K. Seluk Candan and Maria Luisa Sapino 3
How Many Bots in Russian Troll Tweets? 2020 Information Processing & Management Izzat Alsmadi and Michael J. O'Brien 36
I/O acceleration via multi-tiered data buffering and prefetching 2020 Journal of Computer Science and Technology,Springer Kougkas, Anthony and Devarajan, Hariharan and Sun, Xian-He 11
iCELIA: A Full-Stack Framework for STT-MRAM-Based Deep Learning Acceleration 2020 IEEE Trans. Parallel Distrib. Syst. Transactions on Parallel and Distributed Systems, Institute of Electrical and Electronics Engineers (IEEE) Hao Yan and Hebin R. Cherian and Ethan C. Ahn and Xuehai Qian and Lide Duan 21
Identifying Relevant Data Center Telemetry Using Change Point Detection 2020 Proceedings - 2020 IEEE 9th International Conference on Cloud Networking, CloudNet 2020 Daniel Alves and Katia Obraczka and Rick Lindberg 4
IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data 2020 Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence,International Joint Conferences on Artificial Intelligence Organization Ruocheng Guo and Jundong Li and Yichuan Li and K. Seluk Candan and Adrienne Raglin and Huan Liu 36
Implementing SFA support on an established HPC-flavored testbed: Lessons learned 2020 IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020 Luke Bertot and Lucas Nussbaum and David Margery 0
Implications of Public Cloud Resource Heterogeneity for Inference Serving 2020 WoSC'20,Association for Computing Machinery,New York, USA Gunasekaran, Jashwant Raj and Mishra, Cyan Subhra and Thinakaran, Prashanth and Kandemir, Mahmut Taylan and Das, Chita R. 7
Infrastructure-Aware TensorFlow for Heterogeneous Datacenters 2020 2020 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) Arif, Moiz and Rafique, M. Mustafa and Lim, Seung-Hwan and Malik, Zaki 4
Job characteristics on large-scale systems: Long-term analysis, quantification, and implications 2020 International Conference for High Performance Computing, Networking, Storage and Analysis, SC Tirthak Patel and Zhengchun Liu and Raj Kettimuthu and Paul Rich and William Allcock and Devesh Tiwari 34
LinnOS: Predictability on unpredictable flash storage with a light neural network 2020 14th EQUATION_0USENIXEQUATION_1 Symposium on Operating Systems Design and Implementation (EQUATION_2OSDIEQUATION_3 20) Hao, Mingzhe and Toksoz, Levent and Li, Nanqinqin and Halim, Edward Edberg and Hoffmann, Henry and Gunawi, Haryadi S 40
Logical peering for interdomain networking on testbeds 2020 IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020 Yuanjun Yao and Qiang Cao and Paul Ruth and Mert Cevik and Cong Wang and Jeff Chase 4
Machine Learning for Data Transfer Anomaly Detection 2020 IEEE/ACM Supercomputing Cooper, Sarah and Bhuiyan, Masud and Arslan, Engin 4
Managing data constraints in database-backed web applications 2020 Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Companion Proceedings, ACM Junwen Yang and Utsav Sethi and Cong Yan and Alvin Cheung and Shan Lu 13
Managing Temperature and Performance of FPGAs in Heterogeneous High-Performance Computing Systems 2020 Northwestern University Yingyi Luo 0
Network intrusion detection system as a service in openstack cloud 2020 2020 International Conference on Computing, Networking and Communications (ICNC) Xu, Chen and Zhang, Ruipeng and Xie, Mengjun and Yang, Li 14
Neural Syntactic Preordering for Controlled Paraphrase Generation 2020 Proceedings of ACL Tanya Goyal and Greg Durrett 70
Noise Adaptive Tensor Train Decomposition for Low-Rank Embedding of Noisy Data 2020 Similarity Search and Applications,Springer International Publishing Xinsheng Li and K. Seluk Candan and Maria Luisa Sapino 2
On Feature Saliency and Deep Neural Networks 2020 Arizona State University Yash Garg 0
On the Myth of Amdahl's and Gustafson's Laws 2020 (in review)Communications of the ACM Justin Y. Shi 0
Orthogonalized SGD and nested architectures for anytime neural networks 2020 International Conference on Machine Learning Wan, Chengcheng and Hoffmann, Henry and Lu, Shan and Maire, Michael 9
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression 2020 IEEE Transactions on Parallel and Distributed Systems Blakeney, C. and Li, X. M. and Yan, Y. and Zong, Z. L. 0
Performance Evaluation of Secure Multi-party Computation on Heterogeneous Nodes 2020 arXiv preprint arXiv:2004.10926 Ni, Zhou and Wang, Rujia 1
Performance Evaluation of the Impact of NUMA on One-sided RDMA Interactions 2020 Proceedings of the IEEE Symposium on Reliable Distributed Systems Jacob Nelson and Roberto Palmieri 4
Quantifying the Overheads of the Modern Linux I/O Stack 2020 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis,SC '20,ACM,New York, NY, USA Luke Logan, Anthony Kougkas, and Xian-He Sun 0
Real-time genetic optimization of large file transfers 2020 Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, ACM Hemanta Sapkota and Engin Arslan and Sushil Louis 0
Reconstruction of GRACE Total Water Storage Through Automated Machine Learning 2020 Water Resources Research,Wiley Online Library Alex Sun and Bridget Scanlon and Himanshu Save and Ashraf Rateb 48
Representation Learning for Imbalanced Cross-Domain Classification 2020 Proceedings of the 2020 SIAM International Conference on Data Mining, Society for Industrial and Applied Mathematics Lu Cheng and Ruocheng Guo and K. Seluk Candan and Huan Liu 13
Resource Management for Processing Wide Area Data Streams on Supercomputers 2020 2020 29th International Conference on Computer Communications and Networks (ICCCN) J. Chung and M. Adhikari and S. N. Srirama and E. -S. Jung and R. Kettimuthu 0
RIVA: Robust Integrity Verification Algorithm for High-Speed File Transfers 2020 IEEE Trans. Parallel Distrib. Syst. Transactions on Parallel and Distributed Systems, Institute of Electrical and Electronics Engineers (IEEE) Batyr Charyyev and Engin Arslan 19
RIVAChain: Blockchain-based Integrity Verification for File Transfers 2020 2020 IEEE International Conference on Big Data (Big Data), IEEE Ahmed Alhussen and Engin Arslan 3
Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications 2020 MLSys Peifeng Yu and Mosharaf Chowdhury 76
SAN: Scale-Space Attention Networks 2020 2020 IEEE 36th International Conference on Data Engineering (ICDE), IEEE Yash Garg and K. Selcuk Candan and Maria Luisa Sapino 4
SDMA: Saliency-driven mutual cross attention for multi-variate time series 2020 Proceedings - International Conference on Pattern Recognition Yash Garg and K. Selçuk Candan 3
Server-Driven Video Streaming for Deep Learning Inference 2020 Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, ACM Kuntai Du and Ahsan Pervaiz and Xin Yuan and Aakanksha Chowdhery and Qizheng Zhang and Henry Hoffmann and Junchen Jiang 96
Silent Data Access Protocol for NVRAM EQUATION_0 RDMA Distributed Storage 2020 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE Qingyue Liu and Peter Varman 2
Snug: architectural support for relaxed concurrent priority queueing in chip multiprocessors 2020 Proceedings of the 34th ACM International Conference on Supercomputing Heidarshenas, Azin and Gangwani, Tanmay and Yesil, Serif and Morrison, Adam and Torrellas, Josep 3
Spatula: Efficient cross-camera video analytics on large camera networks 2020 2020 IEEE/ACM Symposium on Edge Computing (SEC), IEEE Samvit Jain and Xun Zhang and Yuhao Zhou and Ganesh Ananthanarayanan and Junchen Jiang and Yuanchao Shu and Paramvir Bahl and Joseph Gonzalez 57
Spectral Flux-Based Convolutional Neural Network Architecture for Speech Source Localization and Its Real-Time Implementation 2020 IEEE Access,IEEE Hao, Yiya and K\"u\"uk, Abdullah and Ganguly, Anshuman and Panahi, Issa MS 8
Speeding Up SpMV for Power-Law Graph Analytics by Enhancing Locality and Vectorization 2020 The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) Yesil, Serif and Heidarshenas, Azin and Morrison, Adam and Torrellas, Josep 19
Stateless Computing Synergy3.0 2020 https://github.com/jys673/Synergy30 Justin Shi 0
Statically inferring performance properties of software configurations 2020 Proceedings of the Fifteenth European Conference on Computer Systems, ACM Chi Li and Shu Wang and Henry Hoffmann and Shan Lu 21
StragglerHelper: Alleviating Straggling in Computing Clusters via Sharing Memory Access Patterns 2020 Proceedings of the 34th IEEE International Parallel and Distributed Processing Symposium (IPDPS’20), New Orleans Wenjie Liu and Ping Huang and Xubin Het 2
Taming I/O Variation on QoS-Less HPC Storage: What Can Applications Do? 2020 SC20: International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE Zhenbo Qiao and Qing Liu and Norbert Podhorszki and Scott Klasky and Jieyang Chen 4
taxadb: A High-Performance Local Taxonomic Database Interface 2020 Methods in Ecology and Evolution Norman, Kari E A and Chamberlain, Scott and Boettiger, Carl 12
Teaching cloud computing: Motivations, challenges and tools 2020 Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020 Cosimo Anglano and Massimo Canonico and Marco Guazzone 5
The Rodinia Benchmark Suite in SYCL 2020 Office of Scientific and Technical Information (OSTI) Zheming Jin 4
The Silver Lining 2020 IEEE Internet Computing Kate Keahey and Ewa Deelman 1
TiFL: A Tier-based Federated Learning System 2020 Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing, ACM Zheng Chai and Ahsan Ali and Syed Zawad and Stacey Truex and Ali Anwar and Nathalie Baracaldo and Yi Zhou and Heiko Ludwig and Feng Yan and Yue Cheng 158
Toward Lighter Containers for the Edge 2020 3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 20), USENIX Association Misun Park and Ketan Bhardwaj and Ada Gavrilovska 19
TraceSanitizer – Eliminating the Effects of Non-determinism on Error Propagation Analysis 2020 The 50th IEEE/IFIP Int. Conference on Dependable Systems and Networks (DSN 2020) (accepted) H. Saissi and S. Winter and O. Schwahn and K. Pattabiraman and N. Suri 2
Tracking Disaster Footprints with Social Streaming Data 2020 AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence (AAAI) Lu Cheng and Jundong Li and K. Selcuk Candan and Huan Liu 7
Understanding and Benchmarking the Impact of GDPR on Database Systems 2020 Proc. VLDB Endow. Supreeth Shastri andVinay Banakar andMelissa Wasserman andArun Kumar andVijay Chidambaram 55
Utilizing time series data embedded in electronic health records to develop continuous mortality risk prediction models using hidden Markov models: A sepsis case study 2020 Stat Methods Med Res, SAGE Publications Akash Gupta and Tieming Liu and Christopher Crick 14
V-Combiner: speeding-up iterative graph processing on a shared-memory platform with vertex merging 2020 Proceedings of the 34th ACM International Conference on Supercomputing Heidarshenas, Azin and Yesil, Serif and Skarlatos, Dimitrios and Misailovic, Sasa and Morrison, Adam and Torrellas, Josep 3
WorkflowHub: Community Framework for Enabling Scientific Workflow Research and Development 2020 2020 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) Ferreira da Silva, Rafael and Pottier, Lo\"ic and Coleman, Tain\ a and Deelman, Ewa and Casanova, Henri 18
A Big Data Storage Scheme Based on Distributed Storage Locations and Multiple Authorizations 2019 Proceedings - 5th IEEE International Conference on Big Data Security on Cloud, BigDataSecurity 2019, 5th IEEE International Conference on High Performance and Smart Computing, HPSC 2019 and 4th IEEE International Conference on Intelligent Data and Security, IDS 2019 Zeyad Al-Odat and Eman Al-Qtiemat and Samee Khan 8
A Case Study of k-means Clustering using SYCL 2019 2019 IEEE International Conference on Big Data (Big Data) Zheming Jin and H. Finkel 6
A Case Study on using Deep Learning for Network Intrusion Detection 2019 2019 IEEE Military Communications Conference, MILCOM 2019, Norfolk, VA, USA, November 12-14, 2019 Gabriel C. Fernandez and Shouhuai Xu 37
A deep learning approach to anomaly detection in geological carbon sequestration sites using pressure measurements 2019 Journal of Hydrology, Elsevier BV Zhi Zhong and Alexander Y. Sun and Qian Yang and Qi Ouyang 49
A Module-Based Approach to Teaching Big Data and Cloud Computing Topics at CS Undergraduate Level 2019 Proceedings of the 50th ACM Technical Symposium on Computer Science Education,SIGCSE '19,Association for Computing Machinery,New York, NY, USA Deb, Debzani and Fuad, Muztaba and Irwin, Keith 15
A multiversion programming inspired approach to detecting audio adversarial examples 2019 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) Zeng, Qiang and Su, Jianhai and Fu, Chenglong and Kayas, Golam and Luo, Lannan and Du, Xiaojiang and Tan, Chiu C and Wu, Jie 35
A Statistics-Based Performance Testing Methodology for Cloud Applications 2019 Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering,ESEC/FSE 2019,Association for Computing Machinery,New York, NY, USA He, Sen and Manns, Glenna and Saunders, John and Wang, Wei and Pollock, Lori and Soffa, Mary Lou 41
Adaptive neural network-based approximation to accelerate eulerian fluid simulation 2019 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, ACM Wenqian Dong and Jie Liu and Zhen Xie and Dong Li 26
Advances in Reliable File-Stream Multicasting over Multi-Domain Software Defined Networks (SDN) 2019 2019 28th International Conference on Computer Communication and Networks (ICCCN), IEEE Yuanlong Tan and Shuoshuo Chen and Steve Emmerson and Yizhe Zhang and Malathi Veeraraghavan 3
Agile Research Delivery 2019 University of California, Santa Cruz Ivo Jimenez 1
An Intelligent, Adaptive, and Flexible Data Compression Framework 2019 IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGrid'19),IEEE/ACM H. Devarajan and A. Kougkas and X.-H. Sun 12
Bifurcation or state tipping: assessing transition type in a model trophic cascade 2019 J. Math. Biol., Springer Science and Business Media LLC Carl Boettiger and Ryan Batt 6
Building complex event processing capability for intelligent environmental monitoring 2019 Environmental Modelling & Software Software, Elsevier BV Alexander Y. Sun and Zhi Zhong and Hoonyoung Jeong and Qian Yang 36
CA-Smooth: Content Adaptive Smoothing of Time Series Leveraging Locally Salient Temporal Features 2019 Proceedings of the 11th International Conference on Management of Digital EcoSystems Rossini, Rosaria and Poccia, Silvestro and Candan, K Selcuk and Sapino, Maria Luisa 1
Cartel: A System for Collaborative Transfer Learning at the Edge 2019 Proceedings of the ACM Symposium on Cloud Computing,SoCC '19,Association for Computing Machinery,New York, NY, USA Daga, Harshit and Nicholson, Patrick K. and Gavrilovska, Ada and Lugones, Diego 0
Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch? 2019 Water Resour. Res., American Geophysical Union (AGU) Alexander Y. Sun and Bridget R. Scanlon and Zizhan Zhang and David Walling and Soumendra N. Bhanja and Abhijit Mukherjee and Zhi Zhong 100
COMET: A Distributed Metadata Service for Federated Cloud Infrastructures 2019 2019 IEEE High Performance Extreme Computing Conference (HPEC) Cong Wang and Komal Thareja and Michael Stealey and Paul Ruth and Ilya Baldin 3
Complicacy-Guided Parameter Space Sampling for Knowledge Discovery with Limited Simulation Budgets 2019 2019 IEEE International Conference on Big Knowledge (ICBK), IEEE Xilun Chen and Logan Mathesen and Giulia Pedrielli and K. Selcuk Candan 0
Contributor-centric Analytics for OpenStreetMap: Approaches to Full Stack, Metadata-driven Analysis Infrastructure for an Open Geospatial Data Platform 2019 University of Colorado at Boulder Anderson, Jennings 1
Corporate Editors in the Evolving Landscape of OpenStreetMap 2019 IJGI International Journal of Geo-Information, MDPI AG Jennings Anderson and Dipto Sarkar and Leysia Palen 75
Couper: DNN Model Slicing for Visual Analytics Containers at the Edge 2019 Proceedings of the 4th ACM/IEEE Symposium on Edge Computing,SEC ’19,Association for Computing Machinery,New York, NY, USA Hsu, Ke-Jou and Bhardwaj, Ketan and Gavrilovska, Ada 45
Crashmonkey and Ace: Systematically testing file-system crash consistency 2019 ACM Transactions on Storage Jayashree Mohan and Ashlie Martinez and Soujanya Ponnapalli and Pandian Raju and Vijay Chidambaram 11
Cross-Layer Optimization of Big Data Transfer Throughput and Energy Consumption 2019 2019 IEEE 12th International Conference on Cloud Computing (CLOUD) Di Tacchio, Luigi and Nine, MD SQ Zulkar and Kosar, Tevfik and Bulut, Muhammed Fatih and Hwang, Jinho 3
Custom execution environments with containers in pegasus-enabled scientific workflows 2019 2019 15th International Conference on eScience (eScience) Vahi, Karan and Rynge, Mats and Papadimitriou, George and Brown, Duncan A and Mayani, Rajiv and da Silva, Rafael Ferreira and Deelman, Ewa and Mandal, Anirban and Lyons, Eric and Zink, Michael 11
Deep Learning Based Task Scheduling in a Cloud RAN Enabled Edge Environment 2019 Proceedings of the 4th ACM/IEEE Symposium on Edge Computing,SEC '19,Association for Computing Machinery,New York, NY, USA Fletcher, Jude and Wallom, David 1
DeepRoute on Chameleon: Experimenting with Large-scale Reinforcement Learning and SDN on Chameleon Testbed 2019 2019 IEEE 27th International Conference on Network Protocols (ICNP), IEEE Bashir Mohammed and Mariam Kiran and Nandini Krishnaswamy 5
Demonstration: Using Chameleon to Find Desirable Program Instruction Placements in a Dataflow Processor Based Polymorphic Computing Architecture 2019 Chameleon User Meeting David Hentrich and Erdal Oruklu and Jafar Saniie 0
Distributed machine learning cloud teleophthalmology IoT for predicting AMD disease progression 2019 Future Generation Computer Systems, Elsevier BV Arun Das and Paul Rad and Kim-Kwang Raymond Choo and Babak Nouhi and Jonathan Lish and James Martel 67
Dynamically negotiating capacity between on-demand and batch clusters 2019 Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018 Feng Liu and Kate Keahey and Pierre Riteau and Jon Weissman 20
Ecological Metadata as Linked Data 2019 JOSS,The Open Journal Carl Boettiger 6
Efficient and Scalable Metadata Access for Distributed Applications from Edge to the Cloud 2019 State University of New York at Buffalo Bing Zhang and others 2
Elastic Data Transfer Infrastructure (DTI) on the Chameleon Cloud 2019 2019 IEEE 27th International Conference on Network Protocols (ICNP) J. Chung and Z. Liu and R. Kettimuthu and I. Foster 1
Enabling HPC Workloads on Cloud Infrastructure Using Kubernetes Container Orchestration Mechanisms 2019 2019 IEEE/ACM International Workshop on Containers and New Orchestration Paradigms for Isolated Environments in HPC (CANOPIE-HPC), IEEE Angel M. Beltre and Pankaj Saha and Madhusudhan Govindaraju and Andrew Younge and Ryan E. Grant 44
Energy-aware data throughput optimization for next generation internet 2019 Information Sciences,Elsevier Kosar, Tevfik and Alan, Ismail and Bulut, M Fatih 1
Establishment of new WLCG Tier Center using HTCondor-CE on UMD middleware 2019 EPJ Web Conf. Web of Conferences, EDP Sciences Geonmo Ryu and Seo-Young Noh 4
Evaluation of Medical Imaging Applications using SYCL 2019 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Zheming Jin and H. Finkel 8
Experimenting with AWS Direct Connect using Chameleon, ExoGENI, and Internet2 Cloud Connect 2019 2019 IEEE 27th International Conference on Network Protocols (ICNP) P. Ruth and Mert Cevik 4
FABRIC: A National-Scale Programmable Experimental Network Infrastructure 2019 IEEE Internet Computing Ilya Baldin and Anita Nikolich and James Griffioen and Indermohan Inder S. Monga and Kuang Ching Wang and Tom Lehman and Paul Ruth and Ewa Deelman 38
Federating Access to APIs 2019 Advanced API Security, Apress Prabath Siriwardena 0
Fog Computing, Deep Learning and Big Data Analytics-Research Directions 2019 Springer Singapore C.S.R. Prabhu 23
Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data 2019 Asia Pac. J. Oper. Res.,World Scientific Pub Co Pte Lt Giulia Pedrielli and K. Selcuk Candan and Xilun Chen and Logan Mathesen and Alireza Inanalouganji and Jie Xu and Chun-Hung Chen and Loo Hay Lee 13
Greyfish: An out-of-the-box, reusable, portable cloud storage service 2019 ACM International Conference Proceeding Series Carlos Redondo and Ritu Arora 0
Heterogeneity-Aware Data Placement in Hybrid Clouds 2019 Cloud Computing CLOUD 2019, Springer International Publishing Jack D. Marquez and Juan D. Gonzalez and Oscar H. Mondragon 1
HPAS: An HPC performance anomaly suite for reproducing performance variations 2019 ACM International Conference Proceeding Series Emre Ates and Yijia Zhang and Burak Aksar and Jim Brandt and Vitus J. Leung and Manuel Egele and Ayse K. Coskun 16
I sent it: Where does slow data go to wait? 2019 Proceedings of the 14th EuroSys Conference 2019 Youngbin Im and Parisa Rahimzadeh and Brett Shouse and Shinik Park and Carlee Joe-Wong and Kyunghan Lee and Sangtae Ha 7
Implicit Argument Prediction as Reading Comprehension 2019 Proceedings of the conference of the Association for the Advancement of Artificial Intelligence (AAAI) Pengxiang Cheng and Katrin Erk 10
Kube-Knots: Resource Harvesting through Dynamic Container Orchestration in GPU-based Datacenters 2019 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019, Albuquerque, NM, USA, September 23-26, 2019, IEEE Prashanth Thinakaran and Jashwant Raj Gunasekaran and Bikash Sharma and Mahmut Taylan Kandemir and Chita R. Das 27
KubeSphere: An Approach to Multi-Tenant Fair Scheduling for Kubernetes Clusters 2019 2019 IEEE Cloud Summit, IEEE Angel Beltre and Pankaj Saha and Madhusudhan Govindaraju 15
LABIOS: A Distributed Label-Based I/O System 2019 Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing,HPDC '19,ACM,New York, NY, USA Kougkas, Anthony and Devarajan, Hariharan and Lofstead, Jay and Sun, Xian-He 19
Learning scheduling algorithms for data processing clusters 2019 Proceedings of the ACM special interest group on data communication Mao, Hongzi and Schwarzkopf, Malte and Venkatakrishnan, Shaileshh Bojja and Meng, Zili and Alizadeh, Mohammad 532
Learning to Denoise Distantly-Labeled Data for Entity Typing 2019 Proceedings of the 2019 Conference of the North,Association for Computational Linguistics Yasumasa Onoe and Greg Durrett 49
Matrix factorization with interval-valued data 2019 IEEE Transactions on Knowledge and Data Engineering Li, Mao-Lin and Di Mauro, Francesco and Candan, K Selccuk and Sapino, Maria Luisa 7
Mitigating and Tolerating Read Disturbance in STT-MRAM-Based Main Memory via Device and Architecture Innovations 2019 IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. Transactions on Computer-Aided Design of Integrated Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE) Armin Haj Aboutalebi and Ethan C. Ahn and Bo Mao and Suzhen Wu and Lide Duan 4
Modeling MPTCP Performance 2019 IEEE Commun. Lett. Communications Letters, Institute of Electrical and Electronics Engineers (IEEE) Jinsung Lee and Youngbin Im and Joohyung Lee 9
Mostly Order Preserving Dictionaries 2019 35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019, IEEE Chunwei Liu and McKade Umbenhower and Hao Jiang and Pranav Subramaniam and Jihong Ma and Aaron J. Elmore 9
Moving Just Enough Deep Sequencing Data to Get the Job Done 2019 Bioinformatics and Biology Insights Nicholas Mills and Ethan M. Bensman and William L. Poehlman and W. Ligon and F. Feltus 2
MultiCloud Resource Management using Apache Mesos with Apache Airavata 2019 ArXiv Pankaj Saha and M. Govindaraju and S. Marru and M. Pierce 6
Neural Extractive Text Summarization with Syntactic Compression 2019 Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Association for Computational Linguistics Jiacheng Xu and Greg Durrett 130
On using MapReduce to scale algorithms for Big Data analytics: a case study 2019 J Big Data, Springer Science and Business Media LLC Phongphun Kijsanayothin and Gantaphon Chalumporn and Rattikorn Hewett 10
Performance analysis of deep learning workloads using roofline trajectories 2019 CCF Transactions on High Performance Computing Javed, M. Haseeb and Ibrahim, Khaled Z. and Lu, Xiaoyi 4
Performance of Floating-point Intensive Kernels on Low-power Processor A Case Study with Geodesic Distance Kernel 2019 2019 Tenth International Green and Sustainable Computing Conference (IGSC), IEEE Zheming Jin and Paulius Velesko and Hal Finkel 0
Placeto: Learning generalizable device placement algorithms for distributed machine learning 2019 Advances in Neural Information Processing Systems Ravichandra Addanki and Shaileshh Bojja Venkatakrishnan and Shreyan Gupta and Hongzi Mao and Mohammad Alizadeh 81
PoDD: Power-Capping Dependent Distributed Applications 2019 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis,SC ’19,Association for Computing Machinery,New York, NY, USA Zhang, Huazhe and Hoffmann, Henry 15
Poster 117: A New Polymorphic Computing Architecture Based on Fine-Grained Instruction Mobility 2019 The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC19) David Hentrich and Erdal Oruklu and Jafar Saniie 0
Powering Hands-on Cybersecurity Practices with Cloud Computing 2019 2019 IEEE 27th International Conference on Network Protocols (ICNP) Zhang, Ruipeng and Xu, Chen and Xie, Mengjun 9
Predicting CO 2 Plume Migration in Heterogeneous Formations Using Conditional Deep Convolutional Generative Adversarial Network 2019 Water Resour. Res., American Geophysical Union (AGU) Zhi Zhong and Alexander Y. Sun and Hoonyoung Jeong 96
Predicting the End-to-End Tail Latency of Containerized Microservices in the Cloud 2019 2019 IEEE International Conference on Cloud Engineering (IC2E), IEEE Joy Rahman and Palden Lama 36
Query-focused Scenario Construction 2019 Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP),Hong Kong, China Wang, Su and Durrett, Greg and Erk, Katrin 2
Racknet: Robust allocation of convolutional kernels in neural networks for image classification 2019 2019 on International Conference on Multimedia Retrieval Garg, Yash and Candan, K Seluk 9
Randomness analyses of the secure hash algorithms, SHA-1, SHA-2 and modified SHA 2019 Proceedings - 2019 International Conference on Frontiers of Information Technology, FIT 2019 Zeyad Al-Odat and Assad Abbas and Samee U. Khan 12
Real-time convolutional neural network-based speech source localization on smartphone 2019 IEEE Access,IEEE K\"u\"uk, Abdullah and Ganguly, Anshuman and Hao, Yiya and Panahi, Issa MS 18
Reasoning Analytically about Password-Cracking Software 2019 2019 IEEE Symposium on Security and Privacy (SP), IEEE Enze Liu and Amanda Nakanishi and Maximilian Golla and David Cash and Blase Ur 22
Rebuilding global fisheries under uncertainty 2019 Proc Natl Acad Sci USA,Proceedings of the National Academy of Sciences Milad Memarzadeh and Gregory L. Britten and Boris Worm and Carl Boettiger 39
Reducing Kernel Surface Areas for Isolation and Scalability 2019 Proceedings of the 48th International Conference on Parallel Processing Daniel Zahka and Brian Kocoloski and K. Keahey 2
Resolving the Measurement Uncertainty Paradox in Ecological Management 2019 The American Naturalist,University of Chicago Press Milad Memarzadeh and Carl Boettiger 8
Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training 2019 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE Jiawen Liu and Dong Li and Gokcen Kestor and Jeffrey Vetter 13
SMURF: Efficient and Scalable Metadata Access for Distributed Applications from Edge to the Cloud 2019 2019 IEEE International Conference on Edge Computing (EDGE) Bing Zhang and T. Kosar 2
Spock: Exploiting Serverless Functions for SLO and Cost Aware Resource Procurement in Public Cloud 2019 12th IEEE International Conference on Cloud Computing, CLOUD 2019, Milan, Italy, July 8-13, 2019, IEEE Jashwant Raj Gunasekaran and Prashanth Thinakaran and Mahmut Taylan Kandemir and Bhuvan Urgaonkar and George Kesidis and Chita R. Das 61
Subspace Communication Driven Search for High Dimensional Optimization 2019 2019 Winter Simulation Conference (WSC), IEEE Logan Mathesen and Kaushik Keezhnagar Chandrasekar and Xinsheng Li and Giulia Pedrielli and K. Selcuk Candan 3
System and Method for Network-Scaled Reliable Parallel Computing 2019 PCT/US17/61492,US PTO: #16/348.899 Justin Shi 0
The Design and Operation of CloudLab. 2019 USENIX Annual Technical Conference Dmitry Duplyakin and Robert Ricci and Aleksander Maricq and Gary Wong and Jonathon Duerig and Eric Eide and Leigh Stoller and Mike Hibler and David Johnson and Kirk Webb and others 0
The sponge structure modulation application to overcome the security breaches for the MD5 and SHA-1 hash functions 2019 Proceedings - International Computer Software and Applications Conference Zeyad Al-Odat and Samee Khan 12
Thermal-aware power capping allocation model for high performance computing systems 2019 2019 International Conference on Computational Science and Computational Intelligence (CSCI) Ahmed, Kishwar and Yoshii, Kazutomo and Tasnim, Samia 2
Toward a dynamic network-centric distributed cloud platform for scientific workflows: A case study for Adaptive Weather Sensing 2019 Proceedings - IEEE 15th International Conference on eScience, eScience 2019 Eric Lyons and Anirban Mandal and George Papadimitriou and Cong Wang and Komal Thareja and Paul Ruth and J. J. Villalobos and Ivan Rodero and Ewa Deelman and Michael Zink 15
Toward an Elastic Data Transfer Infrastructure 2019 2019 15th International Conference on eScience (eScience) J. Chung and Z. Liu and R. Kettimuthu and I. Foster 1
Towards Dynamic Resource Estimation and Correction for Improving Utilization in Apache Mesos and Kubernetes Cloud Environments 2019 State University of New York at Binghamton Gourav Rattihalli 0
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Towards Self-Managing Cloud Storage with Reinforcement Learning 2019 2019 IEEE International Conference on Cloud Engineering (IC2E) R. R. Noel and R. Mehra and P. Lama 15
Towards Taming the Resource and Data Heterogeneity in Federated Learning 2019 2019 USENIX Conference on Operational Machine Learning (OpML 19), USENIX Association, Santa Clara, CA Zheng Chai and Hannan Fayyaz and Zeshan Fayyaz and Ali Anwar and Yi Zhou and Nathalie Baracaldo and Heiko Ludwig and Yue Cheng 65
Understanding Dataset Design Choices for Multi-hop Reasoning 2019 Proceedings of the 2019 Conference of the North,Association for Computational Linguistics Jifan Chen and Greg Durrett 84
Understanding RDMA Behavior in NUMA Systems 2019 CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization Jacob Nelson and Roberto Palmieri 3
Understanding the Impact of Dynamic Power Capping on Application Progress 2019 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE Srinivasan Ramesh and Swann Perarnau and Sridutt Bhalachandra and Allen D. Malony and Pete Beckman 17
Using Machine Learning to Orchestrate Cloud Resources in a RAN Enabled Edge Environment: Poster Abstract 2019 Proceedings of the 17th Conference on Embedded Networked Sensor Systems,SenSys '19,Association for Computing Machinery,New York, NY, USA Fletcher, Jude and Wallom, David 2
A Dataflow Processor as the Basis of a Tiled Polymorphic Computing Architecture with Fine-Grain Instruction Migration 2018 IEEE Trans. Parallel Distrib. Syst. Transactions on Parallel and Distributed Systems, Institute of Electrical and Electronics Engineers (IEEE) David Hentrich and Erdal Oruklu and Jafar Saniie 5
A POLYMORPHIC COMPUTING ARCHITECTURE BASED ON A DATAFLOW PROCESSOR CORE 2018 HENTRICH, DAVID 3
A Step Towards Hadoop Dynamic Scaling 2018 2018 IEEE 20th International Conference on High Performance Computing and CommunicationsEQUATION_0 IEEE 16th International Conference on Smart CityEQUATION_1 IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), IEEE Qiaobin Fu and Nicholas Timkovich and Pierre Riteau and Kate Keahey 6
A Study of Domain Name System based on Statistic Multiplexed Computing 2018 Master Thesis, CIS Department,Temple University Stephen Osei-Akoto, Justin Shi 0
Adaptive management of ecological systems under partial observability 2018 Biological Conservation, Elsevier BV Milad Memarzadeh and Carl Boettiger 21
Adversarially-Resistant On-Demand Topic Channels for Wireless Sensor Networks 2018 2018 IEEE 37th Symposium on Reliable Distributed Systems (SRDS), IEEE Hans Walter Behrens and K. Selcuk Candan 3
AI Thinking for Cloud Education Platform with Personalized Learning 2018 Proceedings of the 51st Hawaii International Conference on System Sciences,Hawaii International Conference on System Sciences Paul Rad and Mehdi Roopaei and Nicole Beebe and Mehdi Shadaram and Yoris Au 29
Analysis of Dynamically Switching Energy-Aware Scheduling Policies for Varying Workloads 2018 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), IEEE Pradyumna Kaushik and Akash Kothawale and Renan DelValle and Abhishek Jain and Madhusudhan Govindaraju 3
Application Aware Tuning of Reconfigurable Multi-Layer Perceptron Architectures 2018 2018 IEEE High Performance extreme Computing Conference (HPEC), IEEE Ahmed Sanaullah and Chen Yang and Yuri Alexeev and Kazutomo Yoshii and Martin C. Herbordt 6
Applicationbased qos support with p4 and openflow: A demonstration using chameleon 2018 Semantic Scholar Divyashri Bhat and Jason Anderson and Paul Ruth and Michael Zink and Kate Keahey 2
Are Existing Knowledge Transfer Techniques Effective For Deep Learning on Edge Devices? 2018 Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, ACM Ragini Sharma and Saman Biookaghazadeh and Ming Zhao 54
Are FPGAs Suitable for Edge Computing? 2018 USENIX Workshop on Hot Topics in Edge Computing (HotEdge 18) Biookaghazadeh, Saman and Zhao, Ming and Ren, Fengbo 92
Big data transfer optimization through adaptive parameter tuning 2018 Journal of Parallel and Distributed Computing, Elsevier BV Engin Arslan and Bahadir A. Pehlivan and Tevfik Kosar 23
Bridging the gap between peak and average loads on science networks 2018 Future Gener. Comput. Syst. S. Nickolay and Eun-Sung Jung and R. Kettimuthu and Ian T Foster 4
Building the SLATE platform 2018 ACM International Conference Proceeding Series Joe Breen and Jiahui Chen and Martin Izdimirski and Shawn McKee and Lincoln Bryant and Robert W. Gardner and Robert Killen and Benedikt Riedel and Gabriele Carcassi and Ryan Harden and Ben Kulbertis and Jason Stidd and Luan Truong and Ilija Vukotic 9
Capsule Networks for Protein Structure Classification and Prediction 2018 ArXiv D. R. D. Jesus and Julian Cuevas and Wilson Rivera and S. Crivelli 18
COOLR: A New System for Dynamic Thermal-Aware Computing 2018 Northwestern Univ., Evanston, IL (United States) Seda Memik and Gokhan Memik and Kaicheng Zhang and Yingyi Luo and Akhil Guilani 0
Cross-Layer Optimization for Virtual Machine Resource Management 2018 2018 IEEE International Conference on Cloud Engineering (IC2E), IEEE Ming Zhao and Lixi Wang and Yun Lv and Jing Xu 3
Datastorm-FE: A data-and decision-flow and coordination engine for coupled simulation ensembles 2018 Proceedings of the VLDB Endowment Behrens, Hans Walter and Candan, K Seluk and Chen, Xilun and Gadkari, Ashish and Garg, Yash and Li, Mao-Lin and Li, Xinsheng and Liu, Sicong and Martinez, Nicholas and Mo, Jiayong and others 3
Discovering State-Parameter Mappings in Subsurface Models Using Generative Adversarial Networks 2018 Geophys. Res. Lett., American Geophysical Union (AGU) Alexander Y. Sun 59
Django Content Management System Evaluation and Integration with Apache Airavata 2018 Proceedings of the Practice and Experience on Advanced Research Computing, ACM Stephen Paul Adithela and Marcus Christie and Suresh Marru and Marlon Pierce 13
Effective Tensor-Based Data Clustering Through Sub-Tensor Impact Graphs 2018 Clustering Methods for Big Data Analytics,Springer International Publishing K. Seluk Candan and Shengyu Huang and Xinsheng Li and Maria Luisa Sapino 0
Effective Use of Context in Noisy Entity Linking 2018 Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing,Association for Computational Linguistics David Mueller and Greg Durrett 18
Efficient Allocation and Heterogeneous Composition of NVM Crossbar Arrays for Deep Learning Acceleration 2018 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC), IEEE Hao Yan and Armin Haj Aboutalebi and Lide Duan 3
Energy-Efficient Mobile Network IO 2018 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings Kemal Guner and Tevfik Kosar 0
Evaluation of Docker Containers for Scientific Workloads in the Cloud 2018 Proceedings of the Practice and Experience on Advanced Research Computing, ACM Pankaj Saha and Angel Beltre and Piotr Uminski and Madhusudhan Govindaraju 65
Exploring Potential for Resource Request Right-Sizing via Estimation and Container Migration in Apache Mesos 2018 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) Gourav Rattihalli 10
Exploring resource fairness and container orchestration in a cloud environment for scientific computing workloads 2018 State University of New York at Binghamton Pankaj Saha 2
Exploring the Fairness and Resource Distribution in an Apache Mesos Environment 2018 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), IEEE Pankaj Saha and Angel Beltre and Madhusudhan Govindaraju 17
FastHLA: Energy-efficient mobile data transfer optimization based on historical log analysis 2018 MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access Kemal Guner and M. Fatih Bulut and S. Q. Zulkar Nine and Tevfik Kosar 1
Finding Crash-Consistency Bugs with Bounded Black-Box Crash Testing 2018 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2018), Carlsbad, CA Mohan, Jayashree and Martinez, Ashlie and Ponnapalli,Soujanya and Raju, Pandian and Chidambaram, Vijay 78
From noise to knowledge: how randomness generates novel phenomena and reveals information 2018 Ecol Lett,Wiley Carl Boettiger 57
GreenDataFlow: Minimizing the Energy Footprint of Global Data Movement 2018 2018 IEEE International Conference on Big Data (Big Data), IEEE MD S Q Zulkar Nine and Luigi Di Tacchio and Asif Imran and Tevfik Kosar and M. Fatih Bulut and Jinho Hwang 5
Harmonia: An Interference-Aware Dynamic I/O Scheduler for Shared Non-Volatile Burst Buffers 2018 2018 IEEE International Conference on Cluster Computing (CLUSTER) Kougkas, Anthony and Devarajan, Hariharan and Sun, Xian-He and Lofstead, Jay 29
Hermes: a heterogeneous-aware multi-tiered distributed I/O buffering system 2018 Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing Kougkas, Anthony and Devarajan, Hariharan and Sun, Xian-He 68
High-Speed Transfer Optimization Based on Historical Analysis and Real-Time Tuning 2018 IEEE Trans. Parallel Distrib. Syst. Transactions on Parallel and Distributed Systems, Institute of Electrical and Electronics Engineers (IEEE) Engin Arslan and Tevfik Kosar 26
How not to structure your database-backed web applications 2018 Proceedings of the 40th International Conference on Software Engineering, ACM Junwen Yang and Pranav Subramaniam and Shan Lu and Cong Yan and Alvin Cheung 49
How to learn (and how not to learn) multi-hop reasoning with memory networks 2018 Chen, Jifan and Durrett, Greg 3
Improving the SSD Performance by Exploiting Request Characteristics and Internal Parallelism 2018 IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. Transactions on Computer-Aided Design of Integrated Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE) Bo Mao and Suzhen Wu and Lide Duan 46
IRIS: I/O Redirection via Integrated Storage 2018 Proceedings of the 2018 International Conference on Supercomputing Kougkas, Anthony and Devarajan, Hariharan and Sun, Xian-He 12
Lightweight Authentication for Fault-Tolerant Topic-Channels in Ad Hoc Distributed Systems 2018 Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, ACM Hans Walter Behrens and K. Seluk Candan 0
Lung nodule detection from CT scans using 3D convolutional neural networks without candidate selection 2018 Medical Imaging 2018: Computer-Aided Diagnosis, SPIE Jacob D. Furst and Daniela S. Raicu and Sunny Mahesh and Natalia Jenuwine 12
Machine Learning-Based Temperature Prediction for Runtime Thermal Management Across System Components 2018 IEEE Trans. Parallel Distrib. Syst. Transactions on Parallel and Distributed Systems, Institute of Electrical and Electronics Engineers (IEEE) Kaicheng Zhang and Akhil Guliani and Seda Ogrenci-Memik and Gokhan Memik and Kazutomo Yoshii and Rajesh Sankaran and Pete Beckman 97
Managing Larger Data on a GitHub Repository 2018 JOSS,The Open Journal Carl Boettiger 4
Minimizing Thermal Variation in Heterogeneous HPC Systems with FPGA Nodes 2018 2018 IEEE 36th International Conference on Computer Design (ICCD), IEEE Yingyi Luo and Xiaoyang Wang and Seda Ogrenci-Memik and Gokhan Memik and Kazutomo Yoshii and Pete Beckman 7
Modeling application resilience in large-scale parallel execution 2018 ACM International Conference Proceeding Series Kai Wu and Wenqian Dong and Qiang Guan and Nathan DeBardeleben and Dong Li 4
Performance Isolation of Data-Intensive Scale-out Applications in a Multi-tenant Cloud 2018 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE Palden Lama and Shaoqi Wang and Xiaobo Zhou and Dazhao Cheng 26
PhD Thesis: A Polymorphic Computing Architecture Based on a Dataflow Processor 2018 Illinois Institute of Technology David Hentrich 0
PowerStation: automatically detecting and fixing inefficiencies of database-backed web applications in IDE 2018 Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ACM Junwen Yang and Cong Yan and Pranav Subramaniam and Shan Lu and Alvin Cheung 19
Quiho: Automated performance regression testing using inferred resource utilization profiles 2018 ICPE 2018 - Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering Ivo Jimenez and Noah Watkins and Michael Sevilla and Jay Lofstead and Carlos Maltzahn 12
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks 2018 BMC Bioinformatics Bioinformatics, Springer Science and Business Media LLC Ahmed Sanaullah and Chen Yang and Yuri Alexeev and Kazutomo Yoshii and Martin C. Herbordt 38
Robust Multi-Variate Temporal Features of Multi-Variate Time Series 2018 ACM Trans. Multimedia Comput. Commun. Appl. Transactions on Multimedia Computing, Communications, and Applications, Association for Computing Machinery (ACM) Sicong Liu and Silvestro Roberto Poccia and K. Seluk Candan and Maria Luisa Sapino and Xiaolan Wang 5
Runtime Data Management on Non-Volatile Memory-based Heterogeneous Memory for Task-Parallel Programs 2018 SC18: International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE Kai Wu and Jie Ren and Dong Li 56
Secure and cost effective User Revocation mechanism for data analysis in the cloud 2018 International Journal of Mechanical Engineering and Technology,IAEME Publication Thanusha M, Manoov Rajapandy 0
Simulation-Based Optimization as a Service for Dynamic Data-Driven Applications Systems 2018 Handbook of Dynamic Data Driven Applications Systems,Springer International Publishing Yi Li and Shashank Shekhar and Yevgeniy Vorobeychik and Xenofon Koutsoukos and Aniruddha Gokhale 4
Spark-DIY: A Framework for Interoperable Spark Operations with High Performance Block-Based Data Models 2018 2018 IEEE/ACM 5th International Conference on Big Data Computing Applications and Technologies (BDCAT), IEEE Silvina Caino-Lores and Jesus Carretero and Bogdan Nicolae and Orcun Yildiz and Tom Peterka 18
Spherical Latent Spaces for Stable Variational Autoencoders 2018 Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing,Association for Computational Linguistics Jiacheng Xu and Greg Durrett 162
State of the Map US 2018: OpenStreetMap Data Analysis Workshop 2018 State of the Map US 2018: OpenStreetMap Data Analysis Workshop Jennings Anderson 0
Supporting Data-Intensive Workflows in Software-Defined Federated Multi-Clouds 2018 IEEE Trans. Cloud Comput. Transactions on Cloud Computing, Institute of Electrical and Electronics Engineers (IEEE) Javier Diaz-Montes and Manuel Diaz-Granados and Mengsong Zou and Shu Tao and Manish Parashar 34
Teaching Big Data and Cloud Computing: A Modular Approach 2018 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE Debzani Deb and Sebastian Cousins and Muztaba Fuad 3
Testing Cloud Applications under Cloud-Uncertainty Performance Effects 2018 2018 IEEE 11th International Conference on Software Testing, Verification and Validation (ICST) W. Wang and N. Tian and S. Huang and S. He and A. Srivastava and M. L. Soffa and L. Pollock 23
The Curious Case of Container Orchestration and Scheduling in GPU-based Datacenters 2018 Proceedings of the ACM Symposium on Cloud Computing, ACM Prashanth Thinakaran and Jashwant Raj and Bikash Sharma and Mahmut T. Kandemir and Chita R. Das 13
TIPP: parallel Delaunay triangulation for large-scale datasets 2018 Proceedings of the 30th International Conference on Scientific and Statistical Database Management Nguyen, Cuong and Rhodes, Philip J 7
Toward live inter-domain network services on the ExoGENI testbed 2018 IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Yuanjun Yao and Qiang Cao and Rubens Farias and Jeff Chase and Victor Orlikowski and Paul Ruth and Mert Cevik and Cong Wang and Nick Buraglio 10
Transparent orchestration of task-based parallel applications in containers platforms 2018 Journal of Grid Computing,Springer Ramon-Cortes, Cristian and Serven, Albert and Ejarque, Jorge and Lezzi, Daniele and Badia, Rosa M 23
Tromino: Demand and DRF Aware Multi-Tenant Queue Manager for Apache Mesos Cluster 2018 2018 IEEE/ACM 11th International Conference on Utility and Cloud Computing (UCC), IEEE Pankaj Saha and Angel Beltre and Madhusudhan Govindaraju 6
Twitter Health Surveillance (THS) System 2018 2018 IEEE International Conference on Big Data (Big Data) Garzón-Alfonso, Cristian C. and Rodríguez-Martínez, Manuel 11
Ultra-Fine Entity Typing 2018 Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),Association for Computational Linguistics Eunsol Choi and Omer Levy and Yejin Choi and Luke Zettlemoyer 170
Understanding and Auto-Adjusting Performance-Sensitive Configurations 2018 Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems,ASPLOS ’18,Association for Computing Machinery,New York, NY, USA Wang, Shu and Li, Chi and Hoffmann, Henry and Lu, Shan and Sentosa, William and Kistijantoro, Achmad Imam 86
Understanding Application Recomputability without Crash Consistency in Non-Volatile Memory 2018 Proceedings of the Workshop on Memory Centric High Performance Computing, ACM Jie Ren and Kai Wu and Dong Li 5
Vidya: Performing Code-Block I/O Characterization for Data Access Optimization 2018 2018 IEEE 25th International Conference on High Performance Computing (HiPC) Devarajan, Hariharan and Kougkas, Anthony and Challa, Prajwal and Sun, Xian-He 13
Web Archiving 2018 Oxford University Press (OUP) Niels Brügger 14
XSearch: Distributed Information Retrieval in Large-Scale Storage Systems 2018 Illinois Institute of Technology, Department of Computer Science, PhD Oral Qualifier Orhean, Alexandru Iulian and Chard, Kyle and Raicu, Ioan 0
A Comparison of System Performance on a Private OpenStack Cloud and Amazon EC2 2017 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), IEEE Mikyung Kang and Dong-In Kang and John Paul Walters and Stephen P. Crago 19
A Learning Analytics Approach for Job Scheduling on Cloud Servers 2017 Learning Analytics: Fundaments, Applications, and Trends,Springer International Publishing Mohammad Samadi Gharajeh 6
A study of single-sided HPC communication paradigm using Chameleon bare-metal cluster 2017 2017 International Conference on Computing, Networking and Communications (ICNC), IEEE Justin Y. Shi and Travis Evans and Kimberly A. Kosman and Yasin Celik 0
ALMA MEASUREMENTS OF CIRCUMSTELLAR MATERIAL IN THE GQ LUP SYSTEM 2017 ApJ,American Astronomical Society Meredith A. MacGregor and David J. Wilner and Ian Czekala and Sean M. Andrews and Y. Sophia Dai and Gregory J. Herczeg and Kaitlin M. Kratter and Adam L. Kraus and Luca Ricci and Leonardo Testi 41
An algebra for distributed Big Data analytics 2017 J. Funct. Prog., Cambridge University Press (CUP) LEONIDAS FEGARAS 26
An Introduction to Rocker: Docker Containers for R 2017 The R Journal,The R Foundation Carl Boettiger and Dirk Eddelbuettel 51
Antibiotic-Induced Depletion of Anti-inflammatory Clostridia Is Associated with the Development of Graft-versus-Host Disease in Pediatric Stem Cell Transplantation Patients 2017 Biology of Blood and Marrow Transplantation, Elsevier BV Tiffany R. Simms-Waldrip and Gauri Sunkersett and Laura A. Coughlin and Milan R. Savani and Carlos Arana and Jiwoong Kim and Minsoo Kim and Xiaowei Zhan and David E. Greenberg and Yang Xie and Stella M. Davies and Andrew Y. Koh 129
Argo NodeOS: Toward Unified Resource Management for Exascale 2017 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE Swann Perarnau and Judicael A. Zounmevo and Matthieu Dreher and Brian C. Van Essen and Roberto Gioiosa and Kamil Iskra and Maya B. Gokhale and Kazutomo Yoshii and Pete Beckman 16
Big data transfer optimization based on offline knowledge discovery and adaptive sampling 2017 2017 IEEE International Conference on Big Data (Big Data), IEEE Md S.Q. Zulkar Nine and Kemal Guner and Ziyun Huang and Xiangyu Wang and Jinhui Xu and Tevfik Kosar 14
Building Efficient HPC Cloud with SR-IOV-Enabled InfiniBand: The MVAPICH2 Approach 2017 Research Advances in Cloud Computing,Springer Singapore Xiaoyi Lu and Jie Zhang and Dhabaleswar K. Panda 4
Context-aware cloud computing for HEP 2017 Proceedings of International Symposium on Grids and Clouds (ISGC) 2016 PoS(ISGC 2016), Sissa Medialab Randall J. Sobie 1
Context-aware distributed cloud computing using CloudScheduler 2017 J. Phys.: Conf. Ser., IOP Publishing R Seuster and CR Leavett-Brown and K Casteels and C Driemel and M Paterson and D Ring and RJ Sobie and RP Taylor and J Weldon 3
Designing and deploying a bioinformatics software-defined network exchange (SDX): Architecture, services, capabilities, and foundation technologies 2017 Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017 Joe Mambretti and Jim Chen and Fei Yeh and Robert Grossman and Piers Nash and Alison Heath and Renuka Arya and Stuti Agrawal and Zhenyu Zhang 4
Docker container-based big data processing system in multiple clouds for everyone 2017 2017 IEEE International Systems Engineering Symposium (ISSE), IEEE Nitin Naik 40
Efficient memory disaggregation with infiniswap 2017 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) Gu, Juncheng and Lee, Youngmoon and Zhang, Yiwen and Chowdhury, Mosharaf and Shin, Kang G 309
Enabling Distributed Software-Defined Environments Using Dynamic Infrastructure Service Composition 2017 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), IEEE Moustafa Abdelbaky and Javier Diaz-Montes and Merve Unuvar and Melissa Romanus and Ivan Rodero and Malgorzata Steinder and Manish Parashar 8
Enabling NVM-based deep learning acceleration using nonuniform data quantization 2017 Proceedings of the 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems Companion, ACM Hao Yan and Ethan C. Ahn and Lide Duan 4
Enabling reliable main memory using STT-MRAM via restore-aware memory management 2017 Proceedings of the 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems Companion, ACM Armin Haj Aboutalebi and Lide Duan 1
Enabling Research Network Connectivity to Clouds with Virtual Router Technology 2017 J. Phys.: Conf. Ser., IOP Publishing R Seuster and K Casteels and CR Leavett-Brown and M Paterson and RJ Sobie 0
Energy-Performance Trade-offs in Mobile Data Transfers 2017 ArXiv Kemal Guner and T. Kosar 0
ENOS: a Holistic Framework for Conducting Scientific Evaluations of OpenStack 2017 Ronan-Alexandre Cherrueau and A. Lèbre and Dimitri Pertin and Anthony Simonet and Matthieu Simonin 1
Evaluating irregular memory access on OpenCL FPGA platforms: A case study with XSBench 2017 2017 27th International Conference on Field Programmable Logic and Applications (FPL), IEEE Yingyi Luo and Xianshan Wen and Kazutomo Yoshii and Seda Ogrenci-Memik and Gokhan Memik and Hal Finkel and Franck Cappello 22
Finding Needles in Haystacks: Data-mining in Distributed Historical Datasets 2017 The Virtual Representation of the Past,Routledge Fabio Ciravegna and Mark Greengrass and Tim Hitchcock and Sam Chapman and Jamie McLaughlin and Ravish Bhagdev 5
High-Performance Virtual Machine Migration Framework for MPI Applications on SR-IOV Enabled InfiniBand Clusters 2017 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE Jie Zhang and Xiaoyi Lu and Dhabaleswar K. Panda 21
Introducing Context Awareness in Unmodified, Context-unaware Software 2017 Proceedings of the 12th International Conference on Evaluation of Novel Approaches to Software Engineering, SCITEPRESS - Science and Technology Publications Markus Raab and Gergö Barany 4
Kaleido: Enabling Efficient Scientific Data Processing on Big-Data Systems 2017 2017 International Conference on Networking, Architecture, and Storage (NAS), IEEE Saman Biookaghazadeh and Shujia Zhou and Ming Zhao 5
MPLEX: In-Situ Big Data Processing with Compute-Storage Multiplexing 2017 2017 IEEE 25th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), IEEE Joy Rahman and Palden Lama 3
nTD: noise-profile adaptive tensor decomposition 2017 Proceedings of the 26th International Conference on World Wide Web Li, Xinsheng and Candan, K Seluk and Sapino, Maria Luisa 6
Optical Switch in the Middle (OSM) architecture for DCNs with Hadoop adaptations 2017 2017 IEEE International Conference on Communications (ICC), IEEE Xiaoyu Wang and Malathi Veeraraghavan and Zongli Lin and Eiji Oki 10
OSG-KINC: High-throughput gene co-expression network construction using the open science grid 2017 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) William L. Poehlman and M. Rynge and D. Balamurugan and Nicholas Mills and F. Feltus 13
Performance Prediction of HPC Applications on Intel Processors 2017 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE Carlos Rosales and Antonio Gomez-Iglesias and Si Liu and Feng Chen and Lei Huang and Hang Liu and Antia Lamas-Linares and John Cazes 4
Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges 2017 Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM Jung Hyun Kim and Mao-Lin Li and K. Seluk Candan and Maria Luisa Sapino 8
RAPS: Restore-Aware Policy Selection for STT-MRAM-Based Main Memory under Read Disturbance 2017 2017 IEEE International Conference on Computer Design (ICCD), IEEE Armin Haj Aboutalebi and Lide Duan 6
Real-Time Data Analysis and Autonomous Steering of Synchrotron Light Source Experiments 2017 2017 IEEE 13th International Conference on e-Science (e-Science), IEEE Tekin Bicer and Doga Gursoy and Rajkumar Kettimuthu and Ian T. Foster and Bin Ren and Vincent De Andrede and Francesco De Carlo 32
Scalability Dilemma and Statistic Multiplexed Computing A Theory and Experiment 2017 Adv. sci. technol. eng. syst. j., ASTES Journal Justin Yuan Shi 1
Secure android covert channel with robust survivability to service provider restrictions 2017 IJSN,Inderscience Publishers Avinash Srinivasan and Jie Wu and Justin Shi 2
SIMDMS: Data management and analysis to support decision making through large simulation ensembles 2017 20th International Conference on Extending Database Technology (EDBT'17) Poccia, Silvestro Roberto and Sapino, Maria Luisa and Sicong, Liu and Xilun, Chen and Yash, Garg and Shengyu, Huang and Jung, Hyun Kim and Xinsheng, Li and Parth, Nagarkar and Selcuk Candan, K 12
Slice-based network transit service: Inter-domain L2 networking on ExoGENI 2017 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Yuanjun Yao and Qiang Cao and Jeff Chase and Paul Ruth and Ilya Baldin and Yufeng Xin and Anirban Mandal 11
Swift-X: Accelerating OpenStack Swift with RDMA for Building an Efficient HPC Cloud 2017 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), IEEE Shashank Gugnani and Xiaoyi Lu and Dhabaleswar K. Panda 14
Taming Performance Hotspots in Cloud Storage with Dynamic Load Redistribution 2017 2017 IEEE 10th International Conference on Cloud Computing (CLOUD) R. R. Noel and P. Lama 11
Testbeds Support for Reproducible Research 2017 Proceedings of the Reproducibility Workshop, ACM Lucas Nussbaum 30
Time and Energy to Solution Evaluation for the Three-Point Angular Correlation Function 2017 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE Antonio Gomez-Iglesias and Miguel Cardenas-Montes 2
Trace: a high-throughput tomographic reconstruction engine for large-scale datasets 2017 Adv Struct Chem Imag, Springer Science and Business Media LLC Tekin Bicer and Doa Gürsoy and Vincent De Andrade and Rajkumar Kettimuthu and William Scullin and Francesco De Carlo and Ian T. Foster 32
Traffic-sensitive Live Migration of Virtual Machines 2017 Future Generation Computer Systems, Elsevier BV Umesh Deshpande and Kate Keahey 85
Transparent Execution of Task-Based Parallel Applications in Docker with COMP Superscalar 2017 2017 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), IEEE Victor Anton and Cristian Ramon-Cortes and Jorge Ejarque and Rosa M. Badia 4
A Next-Generation Secure Cloud-Based Deep Learning License Plate Recognition for Smart Cities 2016 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE Rohith Polishetty and Mehdi Roopaei and Paul Rad 79
A Query Processing Framework for Array-Based Computations 2016 Lecture Notes in Computer Science,Springer International Publishing Leonidas Fegaras 3
Asterism: Pegasus and Dispel4py Hybrid Workflows for Data-Intensive Science 2016 2016 Seventh International Workshop on Data-Intensive Computing in the Clouds (DataCloud), IEEE Rosa Filgueira and Rafael Ferreira Da Silva and Amrey Krause and Ewa Deelman and Malcolm Atkinson 23
Automating NEURON Simulation Deployment in Cloud Resources 2016 Neuroinform, Springer Science and Business Media LLC David B. Stockton and Fidel Santamaria 11
BICP: block-incremental CP decomposition with update sensitive refinement 2016 Proceedings of the 25th ACM International on Conference on Information and Knowledge Management Huang, Shengyu and Candan, K Seluk and Sapino, Maria Luisa 13
Creating a Worldwide Network For The Global Environment for Network Innovations (GENI) and Related Experimental Environments 2016 The GENI Book,Springer Joe Mambretti and Jim Chen and Fei Yeh and Jingguo Ge and Junling You and Tong Li and Cees de Laat and Paola Grosso and Te-Lung Liu and Mon-Yen Luo and others 6
D3W: Towards Self-Management of Distributed Data-Driven Workflows with QoS Guarantees 2016 2016 IEEE 9th International Conference on Cloud Computing (CLOUD), IEEE Mengsong Zou and Javier Diaz-Montes and Kiran Nagaraja and Nimish Radia and Manish Parashar 3
Designing Virtualization-Aware and Automatic Topology Detection Schemes for Accelerating Hadoop on SR-IOV-Enabled Clouds 2016 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), IEEE Shashank Gugnani and Xiaoyi Lu and Dhabaleswar K. Panda 3
Efficient distributed algorithm for scheduling workload-aware jobs on multi-clouds 2016 2016 11th System of Systems Engineering Conference (SoSE), IEEE Seyed Ali Miraftabzadeh and Paul Rad and Mo Jamshidi 11
Evaluating Cost of Cloud Execution in a Data Repository 2016 Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, ACM Zhiwu Xie and Yinlin Chen and Julie Speer and Tyler Walters 3
Exploring Data Migration for Future Deep-Memory Many-Core Systems 2016 2016 IEEE International Conference on Cluster Computing (CLUSTER), IEEE Swann Perarnau and Judicael A. Zounmevo and Balazs Gerofi and Kamil Iskra and Pete Beckman 19
High Performance MPI Library for Container-Based HPC Cloud on InfiniBand Clusters 2016 2016 45th International Conference on Parallel Processing (ICPP), IEEE Jie Zhang and Xiaoyi Lu and Dhabaleswar K. Panda 39
High-contrast imaging in the cloud with klipReduce and Findr 2016 Software and Cyberinfrastructure for Astronomy IV, SPIE Asher Haug-Baltzell and Jared R. Males and Katie M. Morzinski and Ya-Lin Wu and Nirav Merchant and Eric Lyons and Laird M. Close 5
High-performance design of apache spark with RDMA and its benefits on various workloads 2016 2016 IEEE International Conference on Big Data (Big Data), IEEE Xiaoyi Lu and Dipti Shankar and Shashank Gugnani and Dhabaleswar K. Panda 71
Impact of HPC Cloud Networking Technologies on Accelerating Hadoop RPC and HBase 2016 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), IEEE Xiaoyi Lu and Dipti Shankar and Shashank Gugnani and Hari Subramoni and Dhabaleswar K. Panda 15
Incremental Query Processing on Big Data Streams 2016 IEEE Trans. Knowl. Data Eng. Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers (IEEE) Leonidas Fegaras 32
Incremental Stream Processing of Nested-Relational Queries 2016 Lecture Notes in Computer Science,Springer International Publishing Leonidas Fegaras 2
Kepler EQUATION_0 CometCloud: Dynamic Scientific Workflow Execution on Federated Cloud Resources 2016 Procedia Computer Science, Elsevier BV Jianwu Wang and Moustafa AbdelBaky and Javier Diaz-Montes and Shweta Purawat and Manish Parashar and Ilkay Altintas 22
Leveraging In-Transit Computational Capabilities in Federated Ecosystems 2016 2016 IEEE Symposium on Service-Oriented System Engineering (SOSE), IEEE Mengsong Zou and Ali Reza Zamani and Javier Diaz-Montes and Ioan Petri and Omer Rana and Manish Parashar 10
Measurement uncertainty matters: ecological management using POMDPs 2016 Cold Spring Harbor Laboratory Milad Memarzadeh and Carl Boettiger 0
Monitoring strategies for scalable dynamic checkpointing 2016 2016 Seventh International Green and Sustainable Computing Conference (IGSC), IEEE Swann Perarnau and Leonardo Bautista-Gomez 4
Next generation virtual network architecture for multi-tenant distributed clouds: Challenges and emerging techniques 2016 Proceedings of the Annual ACM Symposium on Principles of Distributed Computing Joe Mambretti and Jim Chen and Fei Yeh 4
Optimization of tomographic reconstruction workflows on geographically distributed resources 2016 J Synchrotron Radiat, International Union of Crystallography (IUCr) Tekin Bicer and Doga Gürsoy and Rajkumar Kettimuthu and Francesco De Carlo and Ian T. Foster 14
OSI Standards and the Top Fallacy of Distributed Computing 2016 2016 45th International Conference on Parallel Processing Workshops (ICPPW), IEEE Justin Y. Shi 3
Overcoming resource underutilization in spatial CNN accelerators 2016 2016 26th International Conference on Field Programmable Logic and Applications (FPL), IEEE Yongming Shen and Michael Ferdman and Peter Milder 59
Performance characterization of hadoop workloads on SR-IOV-enabled virtualized InfiniBand clusters 2016 Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, ACM Shashank Gugnani and Xiaoyi Lu and Dhabaleswar K. Panda 9
Performance Characterization of Hypervisor-and Container-Based Virtualization for HPC on SR-IOV Enabled InfiniBand Clusters 2016 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE Jie Zhang and Xiaoyi Lu and Dhabaleswar K. Panda 48
Re-form: FPGA-powered true codesign flow for high-performance computing in the post-Moore era 2016 Argonne National Lab.(ANL), Argonne, IL (United States) Cappello, Franck and Yoshii, Kazutomo and Finkel, Hal and Cong, Jason 1
Regulatory polymorphisms modulate the expression of HLA class II molecules and promote autoimmunity 2016 eLife, eLife Sciences Publications, Ltd Prithvi Raj and Ekta Rai and Ran Song and Shaheen Khan and Benjamin E Wakeland and Kasthuribai Viswanathan and Carlos Arana and Chaoying Liang and Bo Zhang and Igor Dozmorov and Ferdicia Carr-Johnson and Mitja Mitrovic and Graham B Wiley and Jennifer A Kelly and Bernard R Lauwerys and Nancy J Olsen and Chris Cotsapas and Christine K Garcia and Carol A Wise and John B Harley and Swapan K Nath and Judith A James and Chaim O Jacob and Betty P Tsao and Chandrashekhar Pasare and David R Karp and Quan 106
Single-Sided Statistic Multiplexed High Performance Computing 2016 SE-HPCSE16 Workshop, Supercomputing Conference 2016,IEEE Justin Shi and Yasin Celik 2
Slurm-V: Extending Slurm for Building Efficient HPC Cloud with SR-IOV and IVShmem 2016 Euro-Par 2016: Parallel Processing,Springer International Publishing Jie Zhang and Xiaoyi Lu and Sourav Chakraborty and Dhabaleswar K. Panda 22
Systemwide Power Management with Argo 2016 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE Daniel Ellsworth and Tapasya Patki and Swann Perarnau and Sangmin Seo and Abdelhalim Amer and Judicael Zounmevo and Rinku Gupta and Kazutomo Yoshii and Henry Hoffman and Allen Malony and Martin Schulz and Pete Beckman 26
The GENI book 2016 Springer Rick McGeer and Mark Berman and Chip Elliott and Robert Ricci 49
The Scalability Dilemma and the Case for Decoupling 2016 HPCWire Justin Y. Sh 0
Visualization and Adaptive Subsetting of Earth Science Data in HDFS: A Novel Data Analysis Strategy with Hadoop and Spark 2016 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom) (BDCloud-SocialCom-SustainCom), IEEE Xi Yang and Si Liu and Kun Feng and Shujia Zhou and Xian-He Sun 9
A Framework for Realizing Software-Defined Federations for Scientific Workflows 2015 Proceedings of the 2nd International Workshop on Software-Defined Ecosystems, ACM Moustafa AbdelBaky and Javier Diaz-Montes and Mengsong Zou and Manish Parashar 11
AnkaCom: A Development and Experiment for Extreme Scale Computing 2015 Proceedings of International Conference on Dependable Autonomous Secured Computing,DASC '15,Liverpool, UK Y. Celik and A. Pradeep and J. Y. Shi 6
Big Data in Healthcare: Opportunities and Challenges 2015 Big Data,Mary Ann Liebert Inc Mark Craven and C. David Page 37
Communication Frameworks for HPC and Big Data 2015 DK Panda 0
Image segmentation by multi-level thresholding based on fuzzy entropy and genetic algorithm in cloud 2015 2015 10th System of Systems Engineering Conference (SoSE), IEEE Mohan Muppidi and Paul Rad and Sos S. Agaian and Mo Jamshidi 17
Integrating Open Source Software Repositories on the Web through Linked Data 2015 2015 IEEE International Conference on Information Reuse and Integration, IEEE Aftab Iqbal and Stefan Decker 4
Mining Big Data - Challenges and Opportunities 2015 Proceedings of the 17th International Conference on Enterprise Information Systems, SCITEPRESS - Science and and Technology Publications Zaher Al Aghbari 14
MVAPICH2 over OpenStack with SR-IOV: An Efficient Approach to Build HPC Clouds 2015 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, IEEE Jie Zhang and Xiaoyi Lu and Mark Arnold and Dhabaleswar K. Panda 26
Next Generation Clouds, the Chameleon Cloud Testbed, and Software Defined Networking (SDN) 2015 2015 International Conference on Cloud Computing Research and Innovation (ICCCRI), IEEE Joe Mambretti and Jim Chen and Fei Yeh 102
On-Demand Big Data Analysis in Digital Repositories: A Lightweight Approach 2015 Digital Libraries: Providing Quality Information,Springer International Publishing Zhiwu Xie and Yinlin Chen and Tingting Jiang and Julie Speer and Tyler Walters and Pablo A. Tarazaga and Mary Kasarda 7
Phantom of the cloud: Towards improved cloud availability and dependability 2015 2015 IEEE 4th International Conference on Cloud Networking (CloudNet), IEEE Ben Hadley and Allison Hume and Richard Lindberg and Katia Obraczka 6
Programming Perspectives for Pre-exascale Systems 2015 Second EAGE Workshop on High Performance Computing for Upstream, European Association of Geoscientists & Engineers F. Courteille and J. Eaton 0
Rapid Tomographic Image Reconstruction via Large-Scale Parallelization 2015 Lecture Notes in Computer Science,Springer Berlin Heidelberg Tekin Bicer and Doga Gursoy and Rajkumar Kettimuthu and Francesco De Carlo and Gagan Agrawal and Ian T. Foster 43
Secure image processing inside cloud file sharing environment using lightweight containers 2015 2015 IEEE International Conference on Imaging Systems and Techniques (IST), IEEE Paul Rad and Mohan Muppidi and Sos S. Agaian and Mo Jamshidi 20
Supporting SR-IOV and IVSHMEM in MVAPICH2 on Slurm: Challenges and Benefits 2015 Xiaoyi Lu and Jie Zhang and Sourav Chakraborty and Hari Subramoni and Mark Arnold and Jonathan Perkins and Dhabaleswar K. Panda 0
The evolution of cloud computing in ATLAS 2015 Journal of Physics: Conference Series Taylor, Ryan P and Berghaus, Frank and Brasolin, Franco and Cordeiro, Cristovao Jose Domingues and Desmarais, Ron and Field, Laurence and Gable, Ian and Giordano, Domenico and Di Girolamo, Alessandro and Hover, John and others 24
Utilizing clouds for Belle II 2015 Journal of Physics: Conference Series Sobie, RJ and others 6