Trade-Off Between Prediction Accuracy and Underestimation Rate in Job Runtime Estimates

Author:

Fan Yuping,Rich Paul,Allcock William E.,Papka Michael E.,Lan Zhiling

Publisher

IEEE

Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs;Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis;2023-11-12

2. Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP;2023 IEEE 19th International Conference on e-Science (e-Science);2023-10-09

3. Mastering HPC Runtime Prediction: From Observing Patterns to a Methodological Approach;Practice and Experience in Advanced Research Computing;2023-07-23

4. Investigating HPC Job Resource Requests and Job Efficiency Reporting;2023 22nd International Symposium on Parallel and Distributed Computing (ISPDC);2023-07

5. Job runtime prediction of HPC cluster based on PC-Transformer;The Journal of Supercomputing;2023-06-12

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