Frameworks Used for AI, ML, DL, and HPDA Workloads

Results from the most recent Hyperion Research Multi-Client Study (MCS) show continued evolution within HPC file system adoption. The 2021 HPC Multi-Client Study: Trends and Forecasts in HPC Storage and Interconnects report details the storage and interconnect-related responses and analysis associated with the 252 HPC storage systems deployed at 141 global HPC respondent sites representing 2,006 HPC systems. The survey sample had a total of 338 file systems. This Special Study examines file system utilization.

Hyperion Research covers the worldwide market for deep learning (DL) and machine learning (ML) that is challenging enough to require the use of HPC server systems and other HPC resources (we do not cover the mainstream DL/ML market that does not use HPC, e.g. social media and large internet providers).