DocumentCode :
3143529
Title :
Reducing Download Times in Peer-to-Peer File Sharing Systems with Stochastic Service Capacities
Author :
Li, Keqin
Author_Institution :
Dept. of Comput. Sci., State Univ. of New York, New York, NY, USA
fYear :
2011
fDate :
16-20 May 2011
Firstpage :
608
Lastpage :
617
Abstract :
The main problem for an individual user peer in a peer-to-peer network with heterogeneous source peers is the peer selection problem, namely, switching among source peers and finally settling on one, while keeping the total time of probing and downloading to a minimum. There has been little investigation on selecting source peers with stochastic service capacities. The main contribution of this paper is to address the problem of reducing download times in peer-to-peer file sharing systems with stochastic service capacities. A precise analysis of the expected download time is given when the service capacity of a source peer is a random variable. A chunk-based switching and peer selection algorithm using the method of probing high-capacity peers is proposed and the expected download time of the algorithm is analyzed. Two sub problems of the optimal choice of the threshold of high-capacity source peers and the optimal order of probing are also solved. The performance of the algorithm is compared with the random chunk-based switching method. It is shown that noticeable performance improvement can be obtained.
Keywords :
peer-to-peer computing; stochastic processes; chunk-based switching; download time reduction; peer selection algorithm; peer selection problem; peer-to-peer file sharing system; stochastic service capacity; Algorithm design and analysis; Capacity planning; Peer to peer computing; Probes; Random variables; Stochastic processes; Switches;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), 2011 IEEE International Symposium on
Conference_Location :
Shanghai
ISSN :
1530-2075
Print_ISBN :
978-1-61284-425-1
Electronic_ISBN :
1530-2075
Type :
conf
DOI :
10.1109/IPDPS.2011.203
Filename :
6008883
Link To Document :
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