Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
Data Storage Optimization: NVMe Arrays in DBMS
This lecture discusses the challenges of memory and storage capacity growth, highlighting the advantages of using NVMe arrays in database management systems. It explores the optimization of storage bandwidth, latency, and caching strategies, presenting experimental setups and performance comparisons between in-memory and on-disk operations. The lecture concludes by emphasizing the diminishing role of storage as a bottleneck and proposes future directions like GPU joins and partitioned joins with on-disk intermediate results.
This video is available exclusively on Mediaspace for a restricted audience. Please log in to MediaSpace to access it if you have the necessary permissions.
Watch on Mediaspace