• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Energy Cognitive Dynamic Adaptive Streaming over HTTP

Vol. 9, No. 6, June 29, 2015
10.3837/tiis.2015.06.010, Download Paper (Free):

Abstract

CISCO VNI predicted an average annual growth rate of 66% for mobile video traffic between 2014 and 2019 and accordingly much academic research related to video streaming has been initiated. In video streaming, Adaptive Bitrate (ABR) is a streaming technique in which a source video is stored on a server at variable encoding rates and each streaming user requests the most appropriate video encoding rate considering their channel capacity. However, these days, ABR related studies are only focusing on real-time rate adaptation omitting energy efficiency though it is one of the most important requirement for mobile devices, which may cause dissatisfaction for streaming users. In this paper, we propose an energy efficient prefetching based dynamic adaptive streaming technique by considering the limited characteristics of the batteries used in mobile devices, in order to reduce the energy waste and provide a similar level of service in terms of the average video rate compared to the latest ABR streaming technique which does not consider the energy consumption. The simulation results is showing that our proposed scheme saves 65‾68% of energy at the average global mobile download speed compared to the latest high performance ABR algorithm while providing similar rate adaptation performance.


Statistics

Show / Hide Statistics

Statistics (Cumulative Counts from December 1st, 2015)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.


Cite this article

[IEEE Style]
S. Kim, H. Oh and C. Kim, "Energy Cognitive Dynamic Adaptive Streaming over HTTP," KSII Transactions on Internet and Information Systems, vol. 9, no. 6, pp. 2144-2159, 2015. DOI: 10.3837/tiis.2015.06.010.

[ACM Style]
Seohyang Kim, Hayoung Oh, and Chongkwon Kim. 2015. Energy Cognitive Dynamic Adaptive Streaming over HTTP. KSII Transactions on Internet and Information Systems, 9, 6, (2015), 2144-2159. DOI: 10.3837/tiis.2015.06.010.