Optimization of a peer-to-peer system for efficient content replication
This paper introduces a framework for the optimization of a peer-to-peer (p2p) based content replication system, aiming at actively exploiting the presence of a centralized component that represents a recent trend in content delivery architectures. To this purpose, we formalize a real-time mixed-integer nonlinear programming problem over a discrete time dynamic system, and propose a hybrid random/nonlinear programming scheme that allows to find good solutions while remaining computationally feasible. Two performance indexes, representing different objectives of the content replication process (e.g., speed vs. improved resistance against node failures), are discussed. Simulative tests are presented to prove the effectiveness of the proposed solution, with respect to typical strategies adopted by existing systems.
| Year of publication: |
2009
|
|---|---|
| Authors: | Cervellera, Cristiano ; Caviglione, Luca |
| Published in: |
European Journal of Operational Research. - Elsevier, ISSN 0377-2217. - Vol. 196.2009, 2, p. 423-433
|
| Publisher: |
Elsevier |
| Keywords: | OR in telecommunications Peer-to-peer systems Mixed-integer nonlinear programming |
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