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Giulio Zhou
Giulio Zhou
Graduate Student, Carnegie Mellon University
Verified email at cmu.edu
Title
Cited by
Cited by
Year
Clipper: A Low-Latency Online Prediction Serving System
D Crankshaw, X Wang, G Zhou, MJ Franklin, JE Gonzalez, I Stoica
NSDI, 613-627, 2017
7522017
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
1832019
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
1272019
Learning on distributed traces for data center storage systems
G Zhou, M Maas
Proceedings of Machine Learning and Systems 3, 350-364, 2021
282021
Multi-vector attention models for deep re-ranking
G Zhou, J Devlin
Proceedings of the 2021 conference on empirical methods in natural language …, 2021
152021
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
92018
Edf: Ensemble, distill, and fuse for easy video labeling
G Zhou, S Dulloor, DG Andersen, M Kaminsky
arXiv preprint arXiv:1812.03626, 2018
82018
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
62023
Multi-task learning for storage systems
G Zhou, M Maas
Proc. ML Syst. Workshop, 2019
52019
Building reliable and transparent machine learning systems using structured intermediate representations
G Zhou
Carnegie Mellon University, 2024
12024
Chemoselectivity in Transfer-Hydrogenation Reactions
J Melville, C Liu, E Wang, G Zhou, R Triano
12014
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, ...
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Articles 1–15