Menglu Yu

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 8

Top Topics

Scheduling Problem

Learning Systems

Machine Learning Systems

Top Venues

IEEE Trans. Netw. Sci. Eng.

Publications

Menglu Yu, Jia Liu, Chuan Wu, Bo Ji, Elizabeth S. Bentley
Toward Efficient Online Scheduling for Distributed Machine Learning Systems. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Menglu Yu, Ye Tian, Bo Ji, Chuan Wu, Hridesh Rajan, Jia Liu
GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs. INFOCOM (2022)
Menglu Yu, Bo Ji, Hridesh Rajan, Jia Liu
On Scheduling Ring-All-Reduce Learning Jobs in Multi-Tenant GPU Clusters with Communication Contention. CoRR (2022)
Menglu Yu, Bo Ji, Hridesh Rajan, Jia Liu
On scheduling ring-all-reduce learning jobs in multi-tenant GPU clusters with communication contention. MobiHoc (2022)
Menglu Yu, Ye Tian, Bo Ji, Chuan Wu, Hridesh Rajan, Jia Liu
GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs. CoRR (2022)
Menglu Yu, Chuan Wu, Bo Ji, Jia Liu
A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling. CoRR (2021)
Menglu Yu, Chuan Wu, Bo Ji, Jia Liu
A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling. INFOCOM (2021)
Menglu Yu, Jia Liu, Chuan Wu, Bo Ji, Elizabeth S. Bentley
Toward Efficient Online Scheduling for Distributed Machine Learning Systems. CoRR (2021)