22 citations · 45 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 22 cited
Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training
Jie You, Jae-Won Chung, Mosharaf Chowdhury
Training deep neural networks (DNNs) is becoming increasingly more resource- and energy-intensive every year. Unfortunately, existing works primarily focus on optimizing DNN traini…
cs.DC2019★ 22 cited
Near Optimal Coflow Scheduling in Networks
Mosharaf Chowdhury, Samir Khuller, Manish Purohit +2
The coflow scheduling problem has emerged as a popular abstraction in the last few years to study data communication problems within a data center. In this basic framework, each co…
cs.DC2019★ 1 cited
Terra: Scalable Cross-Layer GDA Optimizations
Jie You, Mosharaf Chowdhury
Geo-distributed analytics (GDA) frameworks transfer large datasets over the wide-area network (WAN). Yet existing frameworks often ignore the WAN topology. This disconnect between…