Optimal network-assisted multiuser DASH video streaming

Özfatura, Mehmet Emre and Erçetin, Özgür and İnaltekin, Hazer (2018) Optimal network-assisted multiuser DASH video streaming. IEEE Transactions on Broadcasting, 64 (2). pp. 247-265. ISSN 0018-9316 (Print) 1557-9611 (Online)

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Streaming video is becoming the predominant type of traffic over the Internet with reports forecasting the video content to account for 82% of all traffic by 2021. With significant investment on Internet backbone, the main bottleneck remains at the edge servers (e.g., WiFi access points, small cells, etc.). In this paper, we obtain and prove the optimality of a multiuser resource allocation mechanism operating at the edge server that minimizes the probability of stalling of video streams due to buffer under- flows. Our derived policy utilizes media presentation description files of clients that are sent in compliant to dynamic adaptive streaming over HTTP protocol to be cognizant of the deadlines of each of the media file to be displayed by the clients. Our policy allocates the available channel resources to the users, in a time division manner, in the order of their deadlines. After establishing the optimality of this policy to minimize the stalling probability for a network with links associated with fixed loss rates, the utility of the algorithm is verified under realistic network conditions with detailed NS-3 simulations.
Item Type: Article
Uncontrolled Keywords: MPEG-DASH; rebuffer; buffer starvation; quality of experience; dynamic programming; HTTP adaptive streaming (HAS)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Electronics
Faculty of Engineering and Natural Sciences
Depositing User: Özgür Erçetin
Date Deposited: 16 Aug 2018 10:05
Last Modified: 25 May 2023 14:11
URI: https://research.sabanciuniv.edu/id/eprint/35470

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