Improving HPC system performance by predicting job resources via supervised machine learning M Tanash, B Dunn, D Andresen, W Hsu, H Yang, A Okanlawon Proceedings of the Practice and Experience in Advanced Research Computing on …, 2019 | 61 | 2019 |
Ensemble prediction of job resources to improve system performance for slurm-based hpc systems M Tanash, H Yang, D Andresen, W Hsu Practice and experience in advanced research computing, 1-8, 2021 | 12 | 2021 |
AMPRO-HPCC: A Machine-Learning Tool for Predicting Resources on Slurm HPC Clusters M Tanash, D Andresen, W Hsu ADVCOMP 2021, The Fifteenth International Conference on Advanced Engineering …, 2021 | 9 | 2021 |
Modeling expected application runtime for characterizing and assessing job performance O Aaziz, J Cook, M Tanash 2018 IEEE International Conference on Cluster Computing (CLUSTER), 543-551, 2018 | 8 | 2018 |
Cyberinfrastructure Facilitation Skills Training via the Virtual Residency Program H Neeman, D Akin, H Al-Azzawi, KL Brandt, J Brooks Kieffer, D Brunson, ... Practice and Experience in Advanced Research Computing, 421-428, 2020 | 6 | 2020 |
Feature selection for learning to predict outcomes of compute cluster jobs with application to decision support A Okanlawon, H Yang, A Bose, W Hsu, D Andresen, M Tanash 2020 International Conference on Computational Science and Computational …, 2020 | 5 | 2020 |
Cultivating the Cyberinfrastructure Workforce via an Intermediate/Advanced Virtual Residency Workshop H Neeman, HM Al-Azzawi, D Brunson, W Burke, D Colbry, JT Falgout, ... Proceedings of the Practice and Experience in Advanced Research Computing on …, 2019 | 5 | 2019 |
Avishek Bose, William Hsu, Dan Andresen, and Mohammed Tanash. Feature selection for learning to predict outcomes of compute cluster jobs with application to decision support A Okanlawon, H Yang arXiv preprint arXiv:2012.07982, 2020 | 4 | 2020 |
Al-Azzawi, Dana Brunson, William Burke, Dirk Colbry, Jeff T H Neeman, M Hussein Falgout, James W. Ferguson, Sandra Gesing, Joshua Gyllinsky, Christopher S …, 2019 | 4 | 2019 |
Automatically instrumenting scientific applications to produce heartbeat events M Tanash, N Ghazanfari, O Aaziz, J Cook 2016 IEEE International Parallel and Distributed Processing Symposium …, 2016 | 2 | 2016 |
Improving HPC system performance by predicting job resources for submitted jobs using machine learning techniques M Tanash Kansas State University, 2021 | 1 | 2021 |
Cost-Effective Resource Provisioning of Cloud Computing via Supervised Machine Learning D Andresen, M Tanash, C Bohn, W Hsu Proceedings of the 2022 World Congress in Computer Science, Computer …, 2022 | | 2022 |
An Evaluation of Cyberinfrastructure Facilitators Skills Training in the Virtual Residency Program H Neeman, L Rivera, L DeStefano, H Al-Azzawi, D Brunson, P Clemins, ... Practice and Experience in Advanced Research Computing, 1-7, 2021 | | 2021 |
Distributed Hostel System for Postgraduate Students of Universiti Utara Malaysia MAY Tanash Graduate School, Universiti Utara Malaysia, 2007 | | 2007 |
Mohammed Tanash et Adedolapo OKANLAWON: Improving HPC System Performance by Predicting Job Resources via Supervised Machine Learning M Tanash, B Dunn, D Andresen, W Hsu Proceedings of the Practice and Experience in Advanced Research Computing on …, 0 | | |