25 citations · 29 across the 3 of their papers we have counts for
3 papers
cs.DC2020
Simulating Performance of ML Systems with Offline Profiling
Hongming Huang, Peng Cheng, Hong Xu +1
We advocate that simulation based on offline profiling is a promising approach to better understand and improve the complex ML systems. Our approach uses operation-level profiling…
cs.NI2019★ 25 cited
Reinforcement learning for bandwidth estimation and congestion control in real-time communications
Joyce Fang, Martin Ellis, Bin Li +11
Bandwidth estimation and congestion control for real-time communications (i.e., audio and video conferencing) remains a difficult problem, despite many years of research. Achieving…
cs.CR2019★ 4 cited
BotGraph: Web Bot Detection Based on Sitemap
Yang Luo, Guozhen She, Peng Cheng +1
The web bots have been blamed for consuming large amount of Internet traffic and undermining the interest of the scraped sites for years. Traditional bot detection studies focus ma…