Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks... Conference Paper April, 2022
Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing Conference Paper March, 2022
Anderson Acceleration for Distributed Training of Deep Learning Models... Conference Paper March, 2022
Scaling SQL to the Supercomputer for Interactive Analysis of Simulation Data Conference Paper March, 2022
Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery... Book Chapter January, 2022
Stable Parallel Training of Wasserstein Conditional Generative Adversarial Neural Networks : *Full/Regular Research Paper sub... Conference Paper December, 2021
Characterizing Machine Learning I/O Workloads on Leadership Scale HPC Systems... Conference Paper November, 2021