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TitlePerformance modeling of stochastic networks with network coding
Creator
Date Issued2009
Conference Name2009 Workshop on Network Coding, Theory and Applications, NetCod '09
Source Publication2009 Workshop on Network Coding, Theory and Applications, NetCod '09
ISBN978-1-4244-4723-7
ISSN2374-9660
Pages6-11
Conference DateJUN 15-16, 2009
Conference PlaceLausanne, Switzerland
Abstract

With network coding, a network node can code information flows before forwarding them. While it has been theoretically proved that network coding can achieve maximum network throughput, the theoretical results usually do not consider the burstiness of data traffic, delays, and the stochastic nature in information processing and transmission. There is currently no theory to systematically model and evaluate the performance of network coding, especially when nodes' capacity (i.e., coding and transmission) becomes stochastic. Without such a theory, the performance of network coding under various practical system settings is far from clear. To fill the vacancy, we develop an analytical approach by extending the stochastic network calculus theory to tackle the special difficulties in the evaluation of network coding. We prove the new properties of stochastic network calculus for network coding, which are used to derive the stochastic end-to-end delay and throughput. © 2009 IEEE.

DOI10.1109/NETCOD.2009.5191386
URLView source
Indexed ByCPCI-S
Language英语English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Software Engineering
WOS IDWOS:000272343800002
Citation statistics
Cited Times:5[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/4538
CollectionResearch outside affiliated institution
Affiliation
1.Dept. of Computer Science, University of Victoria, BC, V8W 3P6, Canada
2.Dept. of Computer Science, City University of Hong Kong, Kowloon, Hong Kong, China
3.Q2S Center of Excellence, Norwegian University of Science and Technology, Trondheim, Norway
Recommended Citation
GB/T 7714
Wu, Kui,Jia, Weijia,Yuan, Yuanet al. Performance modeling of stochastic networks with network coding[C], 2009: 6-11.
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