A scalable user fairness model for adaptive video streaming over SDN-assisted future networks

Mu, M. and Broadbent, M. and Farshad, A. and Hart, N. and Hutchison, D. and Ni, Q. and Race, N. (2016) A scalable user fairness model for adaptive video streaming over SDN-assisted future networks. IEEE Journal on Selected Areas in Communications, 34 (8). pp. 2168-2184. ISSN 0733-8716

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Abstract

The growing demand for online distribution of high quality and high throughput content is dominating today’s Internet infrastructure. This includes both production and user-generated media. Among the myriad of media distribution mechanisms, HTTP adaptive streaming (HAS) is becoming a popular choice for multi-screen and multi-bitrate media services over heterogeneous networks. HAS applications often compete for network resources without any coordination between each other. This leads to quality of experience (QoE) fluctuations on delivered content, and unfairness between end users, while new network protocols, technologies, and architectures, such as software defined networking (SDN), are being developed for the future Internet. The programmability, flexibility, and openness of these emerging developments can greatly assist the distribution of video over the Internet. This is driven by the increasing consumer demands and QoE requirements. This paper introduces a novel user-level fairness model UFair and its hierarchical variant UFair $^text HA$ , which orchestrate HAS media streams using emerging network architectures and incorporate three fairness metrics (video quality, switching impact, and cost efficiency) to achieve user-level fairness in video distribution. UFair $^text HA$ has also been implemented in a purpose-built SDN testbed using open technologies, including OpenFlow. Experimental results demonstrate the performance and feasibility of our design for video distribution over future networks.

Item Type:
Journal Article
Journal or Publication Title:
IEEE Journal on Selected Areas in Communications
Additional Information:
©2016 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2200/2208
Subjects:
ID Code:
80914
Deposited By:
Deposited On:
25 Aug 2016 10:10
Refereed?:
Yes
Published?:
Published
Last Modified:
09 Aug 2020 04:32