Menglu Yu

According to our database, Menglu Yu authored at least 4 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Toward Efficient Online Scheduling for Distributed Machine Learning Systems.

Menglu Yu, Jia Liu, Chuan Wu, Bo Ji, Elizabeth S. Bentley

IEEE Trans. Netw. Sci. Eng., 2022

On scheduling ring-all-reduce learning jobs in multi-tenant GPU clusters with communication contention.

Menglu Yu, Bo Ji, Hridesh Rajan, Jia Liu

Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022

GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs.

Menglu Yu, Ye Tian, Bo Ji, Chuan Wu, Hridesh Rajan, Jia Liu

Proceedings of the IEEE INFOCOM 2022, 2022

2021

A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling.

Menglu Yu, Chuan Wu, Bo Ji, Jia Liu

Proceedings of the 40th IEEE Conference on Computer Communications, 2021