| Clipper: A Low-Latency Online Prediction Serving System D Crankshaw, X Wang, G Zhou, MJ Franklin, JE Gonzalez, I Stoica NSDI, 613-627, 2017 | 733 | 2017 |
| Scaling video analytics on constrained edge nodes C Canel, T Kim, G Zhou, C Li, H Lim, DG Andersen, M Kaminsky, ... Proceedings of Machine Learning and Systems 1, 406-417, 2019 | 180 | 2019 |
| Accelerating deep learning by focusing on the biggest losers AH Jiang, DLK Wong, G Zhou, DG Andersen, J Dean, GR Ganger, ... arXiv preprint arXiv:1910.00762, 2019 | 121 | 2019 |
| Learning on distributed traces for data center storage systems G Zhou, M Maas Proceedings of Machine Learning and Systems 3, 350-364, 2021 | 28 | 2021 |
| Multi-vector attention models for deep re-ranking G Zhou, J Devlin Proceedings of the 2021 conference on empirical methods in natural language …, 2021 | 13 | 2021 |
| Picking interesting frames in streaming video C Canel, T Kim, G Zhou, C Li, H Lim, DG Andersen, SR Dulloor 2018 SysML Conference 1 (1), 1-3, 2018 | 9 | 2018 |
| Edf: Ensemble, distill, and fuse for easy video labeling G Zhou, S Dulloor, DG Andersen, M Kaminsky arXiv preprint arXiv:1812.03626, 2018 | 8 | 2018 |
| A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits L Leqi, G Zhou, F Kilinc-Karzan, Z Lipton, A Montgomery Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 6 | 2023 |
| Multi-task learning for storage systems G Zhou, M Maas Proc. ML Syst. Workshop, 2019 | 5 | 2019 |
| Building reliable and transparent machine learning systems using structured intermediate representations G Zhou Carnegie Mellon University, 2024 | 1 | 2024 |
| Chemoselectivity in Transfer-Hydrogenation Reactions J Melville, C Liu, E Wang, G Zhou, R Triano | 1 | 2014 |
| Data management forecasting from distributed tracing MC Maas, Z Giulio US Patent 11,966,827, 2024 | | 2024 |
| Data management forecasting from distributed tracing MC Maas, Z Giulio US Patent 11,687,833, 2023 | | 2023 |
| Giulio Zhou G Zhou, L Leqi, FK Karzan, Z Lipton, A Montgomery, C Canel, T Kim, C Li, ... University of California, Berkeley (Berkeley, CA) 12, 2016, 2012 | | 2012 |
| Efficient Multi-Tenant Inference on Video using Microclassifiers G Zhou, T Kim, C Canel, C Li, H Lim, DG Andersen, M Kaminskyt, ... | | |
