Learning-based Fuzzy Bitrate Matching at the Edge for Adaptive Video Streaming

Author:

Shi Wanxin1,Li Qing2,Wang Chao3,Zou Longhao4,Shen Gengbiao5,Zhang Pei6,Jiang Yong1

Affiliation:

1. International Graduate School, Tsinghua University, China and Peng Cheng Laboratory, China

2. Peng Cheng Laboratory, China

3. Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, China

4. Southern University of Science and Technology, China and Peng Cheng Laboratory, China

5. International Graduate School, Tsinghua University, China and Sangfor Technologies Incorporation, China

6. Beijing University of Posts and Telecommunications, China

Funder

National Natural Science Foundation of China

Shenzhen Key Lab of Software Defined Networking

China Postdoctoral Science Foundation

Key-Area Research and Development Program of Guangdong Province

Social Science Fund of Shenzhen

Publisher

ACM

Reference41 articles.

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2. 2018. Apache Traffic Server 8.0. https://trafficserver.apache.org/. 2018. Apache Traffic Server 8.0. https://trafficserver.apache.org/.

3. 2019. LFBM. https://github.com/lfbmpaper/lfbm. 2019. LFBM. https://github.com/lfbmpaper/lfbm.

4. Zahaib Akhtar , Yun Seong Nam , Ramesh Govindan , Sanjay Rao , Jessica Chen , Ethan Katz-Bassett , and et.al Ribeiro. 2018 . Oboe: Auto-Tuning Video ABR Algorithms to Network Conditions. In ACM SIGCOMM. Zahaib Akhtar, Yun Seong Nam, Ramesh Govindan, Sanjay Rao, Jessica Chen, Ethan Katz-Bassett, and et.al Ribeiro. 2018. Oboe: Auto-Tuning Video ABR Algorithms to Network Conditions. In ACM SIGCOMM.

5. Daniel S Berger Ramesh K Sitaraman and Mor Harchol-Balter. 2017. AdaptSize: Orchestrating the Hot Object Memory Cache in a Content Delivery Network. In USENIX NSDI. Daniel S Berger Ramesh K Sitaraman and Mor Harchol-Balter. 2017. AdaptSize: Orchestrating the Hot Object Memory Cache in a Content Delivery Network. In USENIX NSDI.

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3. Improving robustness of learning-based adaptive video streaming in wildly fluctuating networks;2023 IEEE International Conference on Multimedia and Expo (ICME);2023-07

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