An Intelligent Learning Approach to Achieve Near-Second Low-Latency Live Video Streaming under Highly Fluctuating Networks

Author:

Zhang Guanghui1ORCID,Liu Ke2ORCID,Xiao Mengbai1ORCID,Wang Bingshu3ORCID,Aggarwal Vaneet4ORCID

Affiliation:

1. Shandong University, Qingdao, China

2. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

3. Northwestern Polytechnical University, Suzhou, China

4. Purdue University, West Lafayette, IN, USA

Funder

National Natural Science Foundation of China

Beijing Municipal Natural Science Foundation

Natural Science Foundation of Shandong Province

Natural Science Foundation of Qingdao

Publisher

ACM

Reference30 articles.

1. W. Law "Ultra-Low-Latency Streaming Using Chunked-Encoded and Chunked-Transferred CMAF " Technical Report Akamai 2018. [Online] https://www.akamai.com/es/es/multimedia/documents/white-paper/low-latency-streaming-cmaf-whitepaper.pdf W. Law "Ultra-Low-Latency Streaming Using Chunked-Encoded and Chunked-Transferred CMAF " Technical Report Akamai 2018. [Online] https://www.akamai.com/es/es/multimedia/documents/white-paper/low-latency-streaming-cmaf-whitepaper.pdf

2. A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective

3. J. Wang , S. Meng , J. Sun , Z. Quo , " A General PID-based Rate Adaptation Approach for TCP-based Live Streaming o ver Mobile Networks ," Proc. IEEE International Conference on Multimedia and Expo (ICME) , Seattle, USA , Jul 2016 , pp. 1 -- 6 . J. Wang, S. Meng, J. Sun, Z. Quo, "A General PID-based Rate Adaptation Approach for TCP-based Live Streaming over Mobile Networks," Proc. IEEE International Conference on Multimedia and Expo (ICME), Seattle, USA, Jul 2016, pp.1--6.

4. L. Xie , C. Zhou , X. Zhang , " Dynamic Threshold Based Rate Adaptation for HTTP Live Streaming ," Proc. IEEE International Symposium on Circuits and Systems (ISCAS) , Baltimore, MD, USA , May 2017 , pp. 1 -- 4 . L. Xie, C. Zhou, X. Zhang, "Dynamic Threshold Based Rate Adaptation for HTTP Live Streaming," Proc. IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, USA, May 2017, pp.1--4.

5. Playing chunk-transferred DASH segments at low latency with QLive

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