447 citations · 501 across the 13 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.DC2020★ 12 cited
Domain-specific Communication Optimization for Distributed DNN Training
Hao Wang, Jingrong Chen, Xinchen Wan +7
Communication overhead poses an important obstacle to distributed DNN training and draws increasing attention in recent years. Despite continuous efforts, prior solutions such as g…
cs.NI2020★ 15 cited
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity
Xu Zhang, Yiyang Ou, Siddhartha Sen +1
This paper aims to improve video streaming by leveraging a simple observation: users are more sensitive to low quality in certain parts of a video than in others. For instance, reb…
cs.NI2020★ 1 cited
A New Abstraction for Internet QoE Optimization
Junchen Jiang, Siddhartha Sen
A perennial quest in networking research is how to achieve higher quality of experience (QoE) for users without incurring more resources. This work revisits an important yet often…