| Characterizing output bottlenecks in a supercomputer B Xie, J Chase, D Dillow, O Drokin, S Klasky, S Oral, N Podhorszki SC'12: Proceedings of the International Conference on High Performance …, 2012 | 143 | 2012 |
| RLScheduler: An Automated HPC Batch Job Scheduler Using Reinforcement Learning DD Di Zhang, Y He, FS Bao, B Xie The International Conference for High Performance Computing, Networking …, 2020 | 111 | 2020 |
| Predicting output performance of a petascale supercomputer B Xie, Y Huang, JS Chase, JY Choi, S Klasky, J Lofstead, S Oral Proceedings of the 26th International Symposium on High-Performance Parallel …, 2017 | 63 | 2017 |
| Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks J Romero, J Yin, N Laanait, B Xie, MT Young, S Treichler, V Starchenko, ... 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022 | 23 | 2022 |
| Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load JL Bez*, AM Karimi*, AK Paul*, B Xie*, S Byna, P Carns, S Oral, F Wang, ... The 31st International Symposium on High-Performance Parallel and …, 2022 | 22 | 2022 |
| SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning D Zhang, D Dai, B Xie The 31st International Symposium on High-Performance Parallel and …, 2022 | 21 | 2022 |
| Data Jockey: Automatic data management for HPC multi-tiered storage systems W Shin, CD Brumgard, B Xie, SS Vazhkudai, D Ghoshal, S Oral, ... 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2019 | 20 | 2019 |
| I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis JL Bez, H Tang, B Xie, D Williams-Young, R Latham, R Ross, S Oral, ... 2021 IEEE/ACM Sixth International Parallel Data Systems Workshop (PDSW), 15-22, 2021 | 15 | 2021 |
| Interpreting Write Performance of Supercomputer I/O Systems with Regression Models B Xie, Z Tan, P Carns, J Chase, K Harms, J Lofstead, S Oral, S Vazhkudai, ... 35th IEEE International Parallel & Distributed Processing Symposium, 10, 2021 | 15 | 2021 |
| Certificate Linking and Caching for Logical Trust Q Cao, V Thummala, JS Chase, Y Yao, B Xie arXiv preprint arXiv:1701.06562, 2017 | 14 | 2017 |
| Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems B Xie, Z Tan, P Carns, J Chase, K Harms, G Lofstead, S Oral, S Vazhkudai, ... Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2019 | 13 | 2019 |
| Characterizing Output Bottlenecks of a Production Supercomputer: Analysis and Implications B Xie, S Oral, C Zimmer, JY Choi, D Dillow, S Klasky, J Lofstead, ... ACM Transaction on Storage 15 (4), 1-39, 2020 | 11 | 2020 |
| SCTuner: An Autotuner Addressing Dynamic I/O Needs on Supercomputer I/O Subsystems H Tang, B Xie, S Byna, P Carns, Q Koziol, S Kannan, J Lofstead, S Oral 2021 IEEE/ACM Sixth International Parallel Data Systems Workshop (PDSW), 29-34, 2021 | 8 | 2021 |
| Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production Load B Xie*, H Tang*, S Byna, J Hanley, Q Koziol, T Li, S Oral The 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2021 | 8 | 2021 |
| Output performance study on a production petascale filesystem B Xie, JS Chase, D Dillow, S Klasky, J Lofstead, S Oral, N Podhorszki International Conference on High Performance Computing, 187-200, 2017 | 7 | 2017 |
| Output Performance of Petascale File Systems B Xie Duke University, 2017 | 4 | 2017 |
| CrossPrefetch: Accelerating I/O Prefetching for Modern Storage S Shaleen Garg, Jian Zhang, Rekha Pitchumani, ... The ACM International Conference on Architectural Support for Programming …, 2024 | 3* | 2024 |
| Understanding and Leveraging the I/O Patterns of Emerging Machine Learning Analytics A Gainaru, D Ganyushin, B Xie, T Kurc, J Saltz, S Oral, N Podhorszki, ... Smoky Mountains Computational Sciences and Engineering Conference, 119-138, 2021 | 2 | 2021 |
| WIRE: Resource-efficient scaling with online prediction for DAG-based workflows B Xie, Q Cao, M Kunjir, L Wan, J Chase, A Mandal, M Rynge 2021 IEEE International Conference on Cluster Computing (CLUSTER), 35-46, 2021 | 2 | 2021 |
| April 2020 Darshan counters from the Summit supercomputer AM Karimi, B Xie, AK Paul, S Oral, F Wang Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States). Oak Ridge …, 2022 | 1 | 2022 |