Publications

Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks

Published in NSDI, 2022

Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Borisevich, Alex Sergeev, Michael Matheson

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SCTuner: An Autotuner Addressing Dynamic I/O Needs on Supercomputer I/O Subsystems

Published in PDSW, 2021

Houjun Tang*, Bing Xie*, Suren Byna, Philip Carns, Quincey Koziol, Sudarsun Kannan, Jay Lofstead, Sarp Oral (* equal contribution)

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I/O Bottleneck Detection and Tuning:Connecting the Dots using Interactive Log Analysis

Published in PDSW, 2021

Jean Luca Bez, Houjun Tang, Bing Xie, David Williams-Young, Rob Latham, Rob Ross, Sarp Oral, Suren Byna

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WIRE: Resource-efficient Scaling with Online Prediction for DAG-based Workflows

Published in Cluster, 2021

Bing Xie, Qiang Cao, Mayuresh Kunjir, Linli Wan, Jeff Chase, Anirban Mandal, Mats Rynge

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Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production Load

Published in CCGrid, 2021

Bing Xie, Houjun Tang, Suren Byna, Jesse Hanley, Quincey Koziol, Tonglin Li, Sarp Oral

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Interpreting Write Performance of Supercomputer I/O Systems with Regression Models

Published in IPDPS, 2021

Bing Xie, Zilong Tan, Phil Carns, Jeff Chase, Kevin Harms, Jay Lofstead, Sarp Oral, Sudharshan Vazhkudai, Feiyi Wang

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RLScheduler: An Automated HPC Batch Job Scheduler Using Reinforcement Learning

Published in SC, 2020

Di Zhang, Dong Dai, Youbiao He, Forrest Sheng Bao, Bing Xie

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Characterizing Output Bottlenecks of A Production Supercomputer: Analysis and Implications

Published in ACM Transactions on Storage, 2020

Bing Xie, Sarp Oral, Chris Zimmer, Jong Youl Choi, Dave Dillow, Scott Klasky, Jay Lofstead, Norbert Podhorszki, Jeff Chase

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Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems

Published in PDSW Workshop, 2019

Bing Xie, Zilong Tan, Philip Carns, Jeff Chase, Kevin Harms, Jay Lofstead, Sarp Oral, Sudharshan S. Vazhkudai, Feiyi Wang.

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Data Jockey: Automatic Data Management for HPC Multi-tiered Storage Systems

Published in IPDPS, 2019

Woong Shin, Christopher D. Brumgard, Bing Xie, Sudharshan S. Vazhkudai, Devarshi Ghoshal, Sarp Oral, Lavanya Ramakrishnan.

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Output Performance Study on A Production Petascale Filesystem

Published in HPC IODC Workshop, 2017

Bing Xie, Jeff Chase, David Dillow, Scott Klasky, Jay Lofstead, Sarp Oral, Norbert Podhorszki

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Predicting Output Performance of A Petascale Supercomputer

Published in HPDC, 2017

Bing Xie, Yezhou Huang, Jeff Chase, Jong Youl Choi, Scott Klasky, Jay Lofstead, Sarp Oral

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Characterizing Output Bottlenecks in A Supercomputer

Published in SC, 2012

Best Paper Finalist, Best Student Paper Finalist

Bing Xie, Jeff Chase, David Dillow, Oleg Drokin, Scott Klasky, Sarp Oral, Norbert Podhorszki

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