Memory Usage Prediction of HPC Workloads Using Feature Engineering and Machine Learning

Author:

Newaz Md Nahid1ORCID,Mollah Md Atiqul1ORCID

Affiliation:

1. Computer Science and Engineering, Oakland University, United States of America

Publisher

ACM

Reference36 articles.

1. 2022. Oak Ridge National Laboratory. https://www.ornl.gov. [Online ; accessed 19- Sept- 2022 ]. 2022. Oak Ridge National Laboratory. https://www.ornl.gov. [Online; accessed 19-Sept-2022].

2. Learning user interaction models for predicting web search result preferences

3. Yahya Almardeny , Noureddine Boujnah , and Frances Cleary . 2020. A novel outlier detection method for multivariate data . IEEE Transactions on Knowledge and Data Engineering ( 2020 ). Yahya Almardeny, Noureddine Boujnah, and Frances Cleary. 2020. A novel outlier detection method for multivariate data. IEEE Transactions on Knowledge and Data Engineering (2020).

4. Andrew Barry . 2013 . Resource utilization reporting - gathering and evaluating HPC system usage .. In Proceedings of Cray User Group Conference (CUG). Andrew Barry. 2013. Resource utilization reporting - gathering and evaluating HPC system usage.. In Proceedings of Cray User Group Conference (CUG).

5. Arthur Bland , Wayne Joubert , Don Maxwell , Norbert Podhorszki , Jim Rogers , Galen Shipman , and Arnold Tharrington . 2017. Titan: 20-petaflop Cray XK7 at Oak Ridge National Laboratory . In Contemporary High Performance Computing . Chapman and Hall/CRC , 399–420. Arthur Bland, Wayne Joubert, Don Maxwell, Norbert Podhorszki, Jim Rogers, Galen Shipman, and Arnold Tharrington. 2017. Titan: 20-petaflop Cray XK7 at Oak Ridge National Laboratory. In Contemporary High Performance Computing. Chapman and Hall/CRC, 399–420.

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