Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks Conference Paper April, 2022
Understanding and Leveraging the I/O Patterns of Emerging Machine Learning Analytics Conference Paper March, 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
Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery Book Chapter January, 2022
SCTuner: An Auto-tuner Addressing Dynamic I/O Needs on Supercomputer I/O Subsystems Conference Paper November, 2021
High-Performance Deep Learning Toolbox for Genome-Scale Prediction of Protein Structure and Function Conference Paper November, 2021
I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis Conference Paper November, 2021
