447 citations · 451 across the 4 of their papers we have counts for
4 papers
Machine Learning for Networking: Workflow, Advances and Opportunities
Mowei Wang, Yong Cui, Xin Wang +2
Recently, machine learning has been used in every possible field to leverage its amazing power. For a long time, the net-working and distributed computing system is the key infrast…
Analyzing TCP Throughput Stability and Predictability with Implications for Adaptive Video Streaming
Yi Sun, Xiaoqi Yin, Nanshu Wang +4
Recent work suggests that TCP throughput stability and predictability within a video viewing session can inform the design of better video bitrate adaptation algorithms. Despite a…
DDA: Cross-Session Throughput Prediction with Applications to Video Bitrate Selection
Junchen Jiang, Vyas Sekar, Yi Sun
User experience of video streaming could be greatly improved by selecting a high-yet-sustainable initial video bitrate, and it is therefore critical to accurately predict throughpu…
MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking
Junchen Jiang, Hongji Bao, Edward Y. Chang +1
Location-Based Service (LBS) is rapidly becoming the next ubiquitous technology for a wide range of mobile applications. To support applications that demand nearest-neighbor and hi…