[2022] |
M. Isakov, M. Currier, E. del Rosario, S. Madireddy, P. Balaprakash, P. H. Carns, R. Ross, G. K. Lockwood, and M. A. Kinsy: "A Taxonomy of Error Sources in HPC I/O Machine Learning Models" In the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2022. [ Paper]
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[2020] |
M. Isakov, E. del Rosario, S. Madireddy, P. Balaprakash, P. H. Carns, R. Ross, and M. A. Kinsy: "HPC I/O Throughput Bottleneck Analysis with Explainable Local Models", In the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2020. [ Paper]
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[2020] |
E. del Rosario, M. Currier, Mihailo Isakov, S. Madireddy, P. Balaprakash, P. H. Carns, R. Ross, K. Harms, S. Snyder, and M. A. Kinsy: "Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis", In the 5th International Parallel Data Systems Workshop (PDSW 2020) at SC20. [ Paper]
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[2020] |
M. Isakov, E. del Rosario, S. Madireddy, P. Balaprakash, P. H. Carns, R. Ross, and M. A. Kinsy: "Towards Generalizable Models of I/O Throughput", In the 10th International Workshop on Runtime and Operating Systems for Supercomputers (ROSS 2020) at SC20. [ Paper]
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