NeSSA: Near-storage data selection for accelerated machine learning training

N Prakriya, Y Yang, B Mirzasoleiman… - Proceedings of the 15th …, 2023 - dl.acm.org
Large-scale machine learning (ML) models rely on extremely large datasets to learn their
exponentially growing number of parameters. While these models achieve unprecedented …

[PDF][PDF] NeSSA: Near-Storage Data Selection for Accelerated Machine Learning Training

N Prakriya, Y Yang, B Mirzasoleiman, CJ Hsieh… - 2023 - baharanm.github.io
Large-scale machine learning (ML) models rely on extremely large datasets to learn their
exponentially growing number of parameters. While these models achieve unprecedented …