DocumentCode :
1827098
Title :
Network coding for large scale content distribution
Author :
Gkantsidis, Christos ; Rodriguez, Pablo Rodriguez
Author_Institution :
Coll. of Comput., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
4
fYear :
2005
fDate :
13-17 March 2005
Firstpage :
2235
Abstract :
We propose a new scheme for content distribution of large files that is based on network coding. With network coding, each node of the distribution network is able to generate and transmit encoded blocks of information. The randomization introduced by the coding process eases the scheduling of block propagation, and, thus, makes the distribution more efficient. This is particularly important in large unstructured overlay networks, where the nodes need to make block forwarding decisions based on local information only. We compare network coding to other schemes that transmit unencoded information (i.e. blocks of the original file) and, also, to schemes in which only the source is allowed to generate and transmit encoded packets. We study the performance of network coding in heterogeneous networks with dynamic node arrival and departure patterns, clustered topologies, and when incentive mechanisms to discourage free-riding are in place. We demonstrate through simulations of scenarios of practical interest that the expected file download time improves by more than 20-30% with network coding compared to coding at the server only and, by more than 2-3 times compared to sending unencoded information. Moreover, we show that network coding improves the robustness of the system and is able to smoothly handle extreme situations where the server and nodes leave the system.
Keywords :
Internet; content management; encoding; pattern clustering; scheduling; telecommunication network topology; block forwarding decision; block propagation; clustered topology; content distribution network; dynamic node arrival; encoded information transmission; heterogeneous network; incentive mechanism; network coding; pattern departure; unstructured overlay network; Bandwidth; Distributed computing; Educational institutions; File servers; Large-scale systems; Network coding; Network servers; Network topology; Peer to peer computing; Web server;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE
ISSN :
0743-166X
Print_ISBN :
0-7803-8968-9
Type :
conf
DOI :
10.1109/INFCOM.2005.1498511
Filename :
1498511
Link To Document :
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