Distributed gradient optimization for epidemic routing: A preliminary evaluation

Abstract : In this paper we address the problem of designing adaptive epidemic-style forwarding mechanisms for message delivery in Delay Tolerant Networks. Our approach is based on a new analytical framework for multi-agent optimization through distributed subgradient methods. We investigate how this framework can be adapted to the considered networking problem and perform a preliminary evaluation, which shows promising results in terms of convergence speed.
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Giovanni Neglia, Giuseppe Reina, Sara Alouf. Distributed gradient optimization for epidemic routing: A preliminary evaluation. 2nd IFIP Wireless Days (WD 2009), Dec 2009, Paris, France. ⟨10.1109/WD.2009.5449659⟩. ⟨hal-00640995⟩

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