DocumentCode :
115874
Title :
Monotonicity and global stability in download dynamics of content-sharing networks
Author :
Paganini, Fernando ; Ferragut, Andres
Author_Institution :
Univ. ORT, Montevideo, Uruguay
fYear :
2014
fDate :
15-17 Dec. 2014
Firstpage :
5314
Lastpage :
5319
Abstract :
This paper analyzes previously-proposed dynamic models of content-sharing networks from the point of view of global stability. Our focus is on models that track populations of participating peers as a function of the download progress achieved, described in previous research by a Partial Differential Equation where this progress is a fluid variable. We use such a model to identify conditions on the rate allocation function that make the dynamics preserve a suitable ordering of the state. This enables the application of tools of monotone dynamical systems. This is formally done with finite-dimensional, ordinary differential equation model in which the content fraction index is discrete. Our results apply both to the case of homogeneous upload bandwidths in the participating population, as well as the heterogeneous case with multiple populations of each bandwidth class.
Keywords :
content management; partial differential equations; peer-to-peer computing; content fraction index; content sharing network; download dynamics; finite dimensional model; global stability; homogeneous upload bandwidth; monotone dynamical systems; monotonicity; ordinary differential equation model; partial differential equation; rate allocation function; Bandwidth; Mathematical model; Resource management; Sociology; Stability analysis; Statistics; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
Type :
conf
DOI :
10.1109/CDC.2014.7040220
Filename :
7040220
Link To Document :
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