EMLIO: Minimizing I/O Latency and Energy Consumption for Large-Scale AI Training

Hasibul Jamil, MD S Q Zulkar Nine, Tevfik Kosar

Large-scale deep learning workloads increasingly suffer from I/O bottlenecks as datasets grow beyond local storage capacities and GPU compute outpaces network and disk latencies. W…