DocumentCode
9352
Title
Peer-Assisted VoD Systems: An Efficient Modeling Framework
Author
Ciullo, Delia ; Martina, Valentina ; Garetto, Michele ; Leonardi, Emilio ; Torrisi, Giovanni Luca
Author_Institution
EURECOM, Sophia Antipolis, France
Volume
25
Issue
7
fYear
2014
fDate
Jul-14
Firstpage
1852
Lastpage
1863
Abstract
We analyze a peer-assisted Video-on-Demand (VoD) system in which users contribute their upload bandwidth to the redistribution of a video that they are downloading or that they have cached locally. Our target is to characterize the additional bandwidth that servers must supply to immediately satisfy all requests to watch a given video. We develop an approximate fluid model to compute the required server bandwidth in the sequential delivery case, as well as in controlled nonsequential swarms. Our approach is able to capture several stochastic effects related to peer churn, upload bandwidth heterogeneity, and nonstationary traffic conditions, which have not been documented or analyzed before. Finally, we provide important hints for the design of efficient peer-assisted VoD systems under server capacity constraints.
Keywords
network servers; stochastic systems; telecommunication traffic; video on demand; controlled nonsequential swarms; fluid model; nonstationary traffic; peer churn; peer-assisted VoD systems; sequential delivery; server bandwidth; server capacity constraints; stochastic effects; upload bandwidth; video redistribution; video-on-demand system; Approximation methods; Bandwidth; Gaussian distribution; Peer-to-peer computing; Random variables; Servers; Streaming media; Video-on-demand; peer-to-peer; performance evaluation;
fLanguage
English
Journal_Title
Parallel and Distributed Systems, IEEE Transactions on
Publisher
ieee
ISSN
1045-9219
Type
jour
DOI
10.1109/TPDS.2013.300
Filename
6678515
Link To Document