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Menglu Yu
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GADGET: Online resource optimization for scheduling ring-all-reduce learning jobs
M Yu, Y Tian, B Ji, C Wu, H Rajan, J Liu
IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 1569-1578, 2022
172022
Toward efficient online scheduling for distributed machine learning systems
M Yu, J Liu, C Wu, B Ji, ES Bentley
IEEE Transactions on Network Science and Engineering 9 (4), 1951-1969, 2021
92021
A sum-of-ratios multi-dimensional-knapsack decomposition for DNN resource scheduling
M Yu, C Wu, B Ji, J Liu
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
72021
On scheduling ring-all-reduce learning jobs in multi-tenant gpu clusters with communication contention
M Yu, B Ji, H Rajan, J Liu
Proceedings of the Twenty-Third International Symposium on Theory …, 2022
32022
Low-latency computing network resource scheduling and allocation algorithms for deep learning jobs
M Yu
2022
Toward efficient online scheduling for large-scale distributed machine learning system
M Yu
2019
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