Articles by Daniel Wong

Baleen: ML Admission & Prefetching for Flash Caches

Future-Proofing Data Storage: The Role of ML in Smart Caching Solutions

In the era of exponential data growth, the "Baleen" project introduces a groundbreaking approach to flash caching, utilizing machine learning to optimize data storage. This method intelligently decides what to store and prefetch, significantly reducing the hardware required, lowering costs, and enhancing sustainability. This blog explores the challenges of managing vast data volumes and how "Baleen" offers a novel solution, poised to revolutionize data center operations and sustainability practices.