Benchmarking Storage Systems for Machine Learning Workloads Using NIO Bench

Jonathan W. Morris, Ionut Mistreanu, Connor Louie

Machine learning training workloads place unique demands on storage systems, yet most existing benchmarks focus on computational throughput rather than file system I/O behavior. We…