2 papers
cs.DC2026
Flint: Compiler Enabled Cluster-Free Design Space Exploration for Distributed ML
Jinsun Yoo, Meghan Cowan, Zheng Du +3
Design space exploration for future distributed Machine Learning systems suffers from a lack of readily available workload representation that enables flexible exploration across t…
cs.DC2024
Towards a Standardized Representation for Deep Learning Collective Algorithms
Jinsun Yoo, William Won, Meghan Cowan +4
The explosion of machine learning model size has led to its execution on distributed clusters at a very large scale. Many works have tried to optimize the process of producing coll…