| IX: A Protected Dataplane Operating System for High Throughput and Low Latency A Belay, G Prekas, A Klimovic, S Grossman, C Kozyrakis, E Bugnion 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2014 | 650 | 2014 |
| Pocket: Elastic ephemeral storage for serverless analytics A Klimovic, Y Wang, P Stuedi, A Trivedi, J Pfefferle, C Kozyrakis 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018 | 494 | 2018 |
| Reflex: Remote flash≈ local flash A Klimovic, H Litz, C Kozyrakis ACM SIGARCH Computer Architecture News 45 (1), 345-359, 2017 | 246 | 2017 |
| SONIC: Application-aware data passing for chained serverless applications A Mahgoub, L Wang, K Shankar, Y Zhang, H Tian, S Mitra, Y Peng, ... 2021 USENIX Annual Technical Conference (USENIX ATC 21), 285-301, 2021 | 206 | 2021 |
| Flash storage disaggregation A Klimovic, C Kozyrakis, E Thereska, B John, S Kumar Proceedings of the Eleventh European Conference on Computer Systems, 1-15, 2016 | 188 | 2016 |
| Towards demystifying serverless machine learning training J Jiang, S Gan, Y Liu, F Wang, G Alonso, A Klimovic, A Singla, W Wu, ... Proceedings of the International Conference on Management of Data (SIGMOD …, 2021 | 182 | 2021 |
| Selecta: Heterogeneous cloud storage configuration for data analytics A Klimovic, H Litz, C Kozyrakis 2018 USENIX Annual Technical Conference (USENIX ATC 18), 759-773, 2018 | 142 | 2018 |
| Understanding ephemeral storage for serverless analytics A Klimovic, Y Wang, C Kozyrakis, P Stuedi, J Pfefferle, A Trivedi 2018 USENIX Annual Technical Conference (USENIX ATC 18), 789-794, 2018 | 135 | 2018 |
| tf. data: A Machine Learning Data Processing Framework DG Murray, J Simsa, A Klimovic, I Indyk Proceedings of the VLDB Endowment 14 (12), 2945-2958, 2021 | 133 | 2021 |
| Orion: Interference-aware, Fine-grained GPU Sharing for ML Applications F Strati, X Ma, A Klimovic Proceedings of the ACM European Conference on Computer Systems (EuroSys), 2024 | 106 | 2024 |
| The IX operating system: Combining low latency, high throughput, and efficiency in a protected dataplane A Belay, G Prekas, M Primorac, A Klimovic, S Grossman, C Kozyrakis, ... ACM Transactions on Computer Systems (TOCS) 34 (4), 1-39, 2016 | 105 | 2016 |
| OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud A Mahgoub, AM Medoff, R Kumar, S Mitra, A Klimovic, S Chaterji, ... 2020 USENIX Annual Technical Conference (USENIX ATC 20), 189-203, 2020 | 86 | 2020 |
| The danger of overthinking: Examining the reasoning-action dilemma in agentic tasks A Cuadron, D Li, W Ma, X Wang, Y Wang, S Zhuang, S Liu, LG Schroeder, ... arXiv preprint arXiv:2502.08235, 2025 | 73 | 2025 |
| Cachew: Machine learning input data processing as a service D Graur, D Aymon, D Kluser, T Albrici, CA Thekkath, A Klimovic 2022 usenix annual technical conference (usenix atc 22), 689-706, 2022 | 69 | 2022 |
| Understanding {Rack-Scale} disaggregated storage S Legtchenko, H Williams, K Razavi, A Donnelly, R Black, A Douglas, ... 9th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 17), 2017 | 65 | 2017 |
| DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving F Strati, S Mcallister, A Phanishayee, J Tarnawski, A Klimovic Proceedings of the International Conference on Machine Learning (ICML), 2024 | 55 | 2024 |
| Plumber: Diagnosing and removing performance bottlenecks in machine learning data pipelines M Kuchnik, A Klimovic, J Simsa, V Smith, G Amvrosiadis Proceedings of Machine Learning and Systems 4, 33-51, 2022 | 52 | 2022 |
| tf. data service: A case for disaggregating ml input data processing A Audibert, Y Chen, D Graur, A Klimovic, J Šimša, CA Thekkath Proceedings of the 2023 ACM Symposium on Cloud Computing, 358-375, 2023 | 46* | 2023 |
| Unification of temporary storage in the nodekernel architecture P Stuedi, A Trivedi, J Pfefferle, A Klimovic, A Schuepbach, B Metzler 2019 USENIX Annual Technical Conference (USENIX ATC 19), 767-782, 2019 | 42 | 2019 |
| ML training with Cloud GPU shortages: Is cross-region the answer? F Strati, P Elvinger, T Kerimoglu, A Klimovic Proceedings of the 4th Workshop on Machine Learning and Systems, 107-116, 2024 | 33 | 2024 |