| Diagnosing performance variations in HPC applications using machine learning O Tuncer, E Ates, Y Zhang, A Turk, J Brandt, VJ Leung, M Egele, ... International Supercomputing Conference, 355-373, 2017 | 70 | 2017 |
| Online diagnosis of performance variation in HPC systems using machine learning O Tuncer, E Ates, Y Zhang, A Turk, J Brandt, VJ Leung, M Egele, ... IEEE Transactions on Parallel and Distributed Systems 30 (4), 883-896, 2018 | 23 | 2018 |
| Taxonomist: Application detection through rich monitoring data E Ates, O Tuncer, A Turk, VJ Leung, J Brandt, M Egele, AK Coskun European Conference on Parallel Processing, 92-105, 2018 | 10 | 2018 |
| HPAS: An HPC performance anomaly suite for reproducing performance variations E Ates, Y Zhang, B Aksar, J Brandt, VJ Leung, M Egele, AK Coskun Proceedings of the 48th International Conference on Parallel Processing, 1-10, 2019 | 8 | 2019 |
| An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applications E Ates, L Sturmann, M Toslali, O Krieger, R Megginson, AK Coskun, ... ACM Symposium on Cloud Computing (SoCC), 2019 | 5 | 2019 |
| Tangram: Colocating HPC applications with oversubscription Q Xiong, E Ates, MC Herbordt, AK Coskun 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-7, 2018 | 5 | 2018 |
| Understanding Simultaneous Impact of Network QoS and Power on HPC Application Performance T Patki, E Ates, A Coskun, JJ Thiagarajan | 3 | 2018 |
| Counterfactual explanations for machine learning on multivariate time series data E Ates, B Aksar, VJ Leung, AK Coskun arXiv preprint arXiv:2008.10781, 2020 | 2 | 2020 |
| Praxi: Cloud Software Discovery That Learns From Practice A Byrne, E Ates, A Turk, V Pchelin, SS Duri, S Nadgowda, C Isci, ... IEEE Transactions on Cloud Computing, 2020 | 1 | 2020 |
| Abstract for Machine Learning Approach to Understanding HPC Application Performance Variation Poster. B Aksar, B Schwaller, O Aaziz, E Ates, J Brandt, A Coskun, M Egele, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019 | | 2019 |
| A Machine Learning Approach to Understanding HPC Application Performance Variation. B Schwaller, B Aksar, OR Aaziz, E Ates, JM Brandt, A Coskun, M Egele, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2019 | | 2019 |
| AD for Machine Learning Approach to Understanding HPC Application Performance Variation Poster. B Aksar, B Schwaller, OR Aaziz, E Ates, JM Brandt, A Coskun, M Egele, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2019 | | 2019 |
| ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES E Ates, Y Zhang, B Aksar, M Egele, AK Coskun, J Brandt, VJ Leung, R Li, ... | | 2019 |
| Application Performance Insights via System Monitoring. JM Brandt, AC Gentile, SD Hammond, J Cook, BA Allan, T Tucker, ... Sandia National Lab.(SNL-CA), Livermore, CA (United States); Sandia National …, 2018 | | 2018 |
| Runtime HPC System and Application Performance Assessment and Diagnostics. JM Brandt, AC Gentile, JE Cook, BA Allan, J Cook, O Aaziz, T Tucker, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2018 | | 2018 |
| Detection and Diagnosis of Performance Variations. O Tuncer, E Ates, Y Zhang, A Turk, JM Brandt, VJ Leung, M Egele, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2018 | | 2018 |
| Explainable Machine Learning Frameworks for Managing HPC Systems E Ates, B Aksar, VJ Leung, AK Coskun | | |
| A Machine Learning Approach to Understanding HPC Application Performance Variation B Aksar, B Schwaller, O Aaziz, E Ates, J Brandt, AK Coskun, M Egele, ... | | |
Ayse K CoskunAssociate Professor in ECE Department, Boston UniversityVerified email at bu.edu
