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- research-articleJanuary 2023
An Apprenticeship Learning Approach for Adaptive Video Streaming Based on Chunk Quality and User Preference
IEEE Transactions on Multimedia (TOM), Volume 25Pages 2488–2502https://doi.org/10.1109/TMM.2022.3147667Video traffic has experienced an exponential increase in current years due to the growing ubiquity of mobile equipment and the constant network improvement. Most commercial players employ adaptive bitrate (ABR) algorithms to dynamically choose bitrate for ...
- research-articleMarch 2022
ECN-based shared bottleneck detection for multi-path TCP
Computer Communications (COMS), Volume 186, Issue CPages 90–101https://doi.org/10.1016/j.comcom.2022.01.011AbstractMulti-Path TCP (MPTCP) shows its unique advantages over single-path TCP thanks to its aggregate throughput from multiple paths, balancing efficiency and fairness over multipath transmission. However, MPTCP senders should tackle the friendliness ...
- research-articleOctober 2021
Reducing traffic burstiness for MPTCP in data center networks
Journal of Network and Computer Applications (JNCA), Volume 192, Issue Chttps://doi.org/10.1016/j.jnca.2021.103169AbstractModern industrial and data center networks adopt multipath TCP (MPTCP) to achieve low communication latency. To make full use of multiple paths, MPTCP divides one TCP connection into multiple subflows. Due to the connection-level ACK ...
- research-articleDecember 2020
DAVS: Dynamic-Chunk Quality Aware Adaptive Video Streaming using Apprenticeship Learning
GLOBECOM 2020 - 2020 IEEE Global Communications ConferencePages 1–6https://doi.org/10.1109/GLOBECOM42002.2020.9322459To deliver video in a high quality across various network conditions, adaptive bitrate (ABR) algorithms dynamically select bitrate for each chunk according to perceived network rate and buffer occupancy. Unfortunately, though ameliorating the quality of ...
