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Liangyu Zhao
Liangyu Zhao
Verified email at cs.washington.edu
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Year
Nexus: a GPU cluster engine for accelerating DNN-based video analysis
H Shen, L Chen, Y Jin, L Zhao, B Kong, M Philipose, A Krishnamurthy, ...
Proceedings of the 27th ACM Symposium on Operating Systems Principles, 322-337, 2019
206*2019
AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
Y Jin, T Zhou, L Zhao, Y Zhu, C Guo, M Canini, A Krishnamurthy
arXiv preprint arXiv:2105.10762, 2021
192021
Efficient Direct-Connect Topologies for Collective Communications
L Zhao, S Pal, T Chugh, W Wang, J Fantl, P Basu, J Khoury, ...
arXiv preprint arXiv:2202.03356, 2022
3*2022
Bandwidth Optimal Pipeline Schedule for Collective Communication
L Zhao, A Krishnamurthy
arXiv preprint arXiv:2305.18461, 2023
22023
ForestColl: Efficient Collective Communications on Heterogeneous Network Fabrics
L Zhao, S Maleki, Z Yang, H Pourreza, A Shah, C Hwang, ...
arXiv preprint arXiv:2402.06787, 2024
2024
Efficient All-to-All Collective Communication Schedules for Direct-Connect Topologies
S Pal, L Zhao, J Fantl, J Khoury, A Krishnamurthy, P Basu
arXiv preprint arXiv:2309.13541, 2023
2023
Nexus: A GPU Cluster Engine for Accelerating Neural Networks Based Video Analysis
H Shen, L Chen, Y Jin, L Zhao, B Kong, M Philipose, A Krishnamurthy, ...
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