| Tifl: A tier-based federated learning system Z Chai, A Ali, S Zawad, S Truex, A Anwar, N Baracaldo, Y Zhou, H Ludwig, ... Proceedings of the 29th international symposium on high-performance parallel …, 2020 | 303 | 2020 |
| Batch: Machine learning inference serving on serverless platforms with adaptive batching A Ali, R Pinciroli, F Yan, E Smirni SC20: International Conference for High Performance Computing, Networking …, 2020 | 159 | 2020 |
| Curse or redemption? how data heterogeneity affects the robustness of federated learning S Zawad, A Ali, PY Chen, A Anwar, Y Zhou, N Baracaldo, Y Tian, F Yan Proceedings of the AAAI conference on artificial intelligence 35 (12), 10807 …, 2021 | 62 | 2021 |
| Bridging data center AI systems with edge computing for actionable information retrieval Z Liu, A Ali, P Kenesei, A Miceli, H Sharma, N Schwarz, D Trujillo, H Yoo, ... 2021 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing …, 2021 | 30 | 2021 |
| CEDULE: A Scheduling Framework for Burstable Performance in Cloud Computing A Ali, R Pinciroli, F Yan, E Smirni 2018 IEEE International Conference on Autonomic Computing (ICAC), 141 - 150, 2018 | 22 | 2018 |
| Cedule+: Resource management for burstable cloud instances using predictive analytics R Pinciroli, A Ali, F Yan, E Smirni IEEE Transactions on Network and Service Management 18 (1), 945-957, 2020 | 16 | 2020 |
| It's not a Sprint, it's a Marathon: Stretching Multi-resource Burstable Performance in Public Clouds (industry track) A Ali, R Pinciroli, F Yan, E Smirni Proceedings of the 20th International Middleware Conference Industrial Track …, 2019 | 14 | 2019 |
| fairDMS: Rapid model training by data and model reuse A Ali, H Sharma, R Kettimuthu, P Kenesei, D Trujillo, A Miceli, I Foster, ... 2022 IEEE International Conference on Cluster Computing (CLUSTER), 394-405, 2022 | 6 | 2022 |
| Price/cooling aware and delay sensitive scheduling in geographically distributed data centers A Ali, O Ozkasap NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium, 1025 …, 2016 | 4 | 2016 |
| Environment friendly energy efficient distributed data centers A Ali, O Ozkasap Information Sciences and Systems 2015: 30th International Symposium on …, 2016 | 4 | 2016 |
| Workload Management in Distributed Data Centers: Thermal and Spatial Awareness A Ali, Ö Özkasap 2016 IEEE International Conference on Smart Cloud (SmartCloud), 158 - 163, 2016 | 3 | 2016 |
| Towards Autonomous and Efficient Machine Learning Systems A Ali University of Nevada, Reno, 2021 | 1 | 2021 |
| Rapid detection of rare events from in situ X-ray diffraction data using machine learning W Zheng, JS Park, P Kenesei, A Ali, Z Liu, IT Foster, N Schwarz, ... arXiv preprint arXiv:2312.03989, 2023 | | 2023 |
| FAIR Data and Model Service for AI Z Liu, A Ali, R Kettimuthu, I Foster, N Rao | | |
Feng YanUniversity of HoustonVerified email at central.uh.edu
