| Measuring congestion in high-performance datacenter interconnects S Jha, A Patke, J Brandt, A Gentile, B Lim, M Showerman, G Bauer, ... 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2020 | 29 | 2020 |
| Reinforcement learning for resource management in multi-tenant serverless platforms H Qiu, W Mao, A Patke, C Wang, H Franke, ZT Kalbarczyk, T Başar, ... Proceedings of the 2nd European Workshop on Machine Learning and Systems, 20-28, 2022 | 27 | 2022 |
| Efficient interactive LLM serving with proxy model-based sequence length prediction H Qiu, W Mao, A Patke, S Cui, S Jha, C Wang, H Franke, ZT Kalbarczyk, ... arXiv preprint arXiv:2404.08509, 2024 | 22 | 2024 |
| SIMPPO: A scalable and incremental online learning framework for serverless resource management H Qiu, W Mao, A Patke, C Wang, H Franke, ZT Kalbarczyk, T Başar, ... Proceedings of the 13th Symposium on Cloud Computing, 306-322, 2022 | 20 | 2022 |
| Is function-as-a-service a good fit for latency-critical services? H Qiu, S Jha, SS Banerjee, A Patke, C Wang, F Hubertus, ZT Kalbarczyk, ... Proceedings of the Seventh International Workshop on Serverless Computing …, 2021 | 14 | 2021 |
| Power-aware Deep Learning Model Serving with {μ-Serve} H Qiu, W Mao, A Patke, S Cui, S Jha, C Wang, H Franke, Z Kalbarczyk, ... 2024 USENIX Annual Technical Conference (USENIX ATC 24), 75-93, 2024 | 12 | 2024 |
| A study of network congestion in two supercomputing high-speed interconnects S Jha, A Patke, J Brandt, A Gentile, M Showerman, E Roman, ... 2019 IEEE Symposium on High-Performance Interconnects (HOTI), 45-48, 2019 | 12 | 2019 |
| Delay sensitivity-driven congestion mitigation for hpc systems A Patke, S Jha, H Qiu, J Brandt, A Gentile, J Greenseid, Z Kalbarczyk, ... Proceedings of the ACM International Conference on Supercomputing, 342-353, 2021 | 7* | 2021 |
| Queue Management for SLO-Oriented Large Language Model Serving A Patke, D Reddy, S Jha, H Qiu, C Pinto, C Narayanaswami, Z Kalbarczyk, ... Proceedings of the 2024 ACM Symposium on Cloud Computing, 18-35, 2024 | 6* | 2024 |
| Antidepressant activity of Simvastatin in behavioral models of depression in rats A Patke, R Tripathi, VG Patke, D Sonawane, N Rege Int J Res Med Sci 3, 1666-1671, 2015 | 6 | 2015 |
| FLASH: Fast model adaptation in ML-centric cloud platforms H Qiu, W Mao, A Patke, S Cui, C Wang, H Franke, Z Kalbarczyk, T Basar, ... Proceedings of Machine Learning and Systems 6, 524-544, 2024 | 5 | 2024 |
| Evaluating hardware memory disaggregation under delay and contention A Patke, H Qiu, S Jha, S Venugopal, M Gazzetti, C Pinto, Z Kalbarczyk, ... 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 5 | 2022 |
| Hierarchical Autoscaling for Large Language Model Serving with Chiron A Patke, D Reddy, S Jha, C Narayanaswami, Z Kalbarczyk, R Iyer arXiv preprint arXiv:2501.08090, 2025 | | 2025 |
| Determining optimal data access for deep learning applications on a cluster S Venugopal, A Patke, I Gkoufas, C Pinto, P Koutsovasilis US Patent App. 17/305,735, 2023 | | 2023 |
Zbigniew KalbarczykUniversity of IllinoisVerified email at illinois.edu
