DocumentCode :
20930
Title :
Improving Multimedia Content Delivery via Augmentation With Social Information: The Social Prefetcher Approach
Author :
Kilanioti, Irene
Author_Institution :
Dept. of Comput. Sci., Univ. of Cyprus, Nicosia, Cyprus
Volume :
17
Issue :
9
fYear :
2015
fDate :
Sept. 2015
Firstpage :
1460
Lastpage :
1470
Abstract :
A significantly large proportion of HTTP traffic results from bandwidth-intensive multimedia content circulating through online social networks (OSNs). With multimedia content providers, such as YouTube, often relying on content delivery network (CDN) infrastructures, the pursuit lies in exploiting the user activity extracted from OSNs to improve the content prefetching mechanism. Aiming to reduce bandwidth usage, we incorporated a dynamic mechanism to CDNsim, a stand-alone CDN traffic simulator. This mechanism is based on a dynamic policy that takes patterns of information transmission over OSNs into account. Herein, we demonstrate that the performance of CDNs can be improved, and the cost of copying to surrogate servers is taken into consideration.
Keywords :
multimedia computing; social networking (online); storage management; CDN infrastructures; CDN traffic simulator; CDNsim; HTTP traffic; OSN; YouTube; bandwidth usage; bandwidth-intensive multimedia content; content delivery network; content prefetching mechanism; information transmission patterns; multimedia content delivery; multimedia content providers; online social networks; social information augmentation; social prefetcher approach; surrogate servers; user activity; Multimedia communication; Prefetching; Servers; Streaming media; Twitter; YouTube; Content delivery networks (CDNs); Twitter; YouTube; internet measurements; social cascading; social video sharing;
fLanguage :
English
Journal_Title :
Multimedia, IEEE Transactions on
Publisher :
ieee
ISSN :
1520-9210
Type :
jour
DOI :
10.1109/TMM.2015.2459658
Filename :
7163627
Link To Document :
بازگشت