Evaluation of a Metropolis Algorithm for Constructing Unstructured Overlay Networks

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  • 非構造化オーバーレイネットワーク構築におけるメトロポリス法を用いたアルゴリズムの評価
  • ヒコウゾウカ オーバーレイ ネットワーク コウチク ニ オケル メトロポリスホウ ヲ モチイタ アルゴリズム ノ ヒョウカ

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Abstract

Peer-to-peer (P2P) systems use a virtual network called an overlay network to route messages to distinations. Some algorithms adopt the Metropolis scheme, which is a common Monte Carlo method, to optimize the communication cost and fault tolerance of an overlay network. These algorithms iteratively perform local topological changes in a randomized fashion, eventually resulting in an optimized network. The intended advantage of using the Metropolis scheme is the avoidance of getting trapped in local optima; however there has been no convincing evidence for it. In this paper we consider Localiser, which is one of these Metropolis scheme-based algorithms, and study the effects of using the Metropolis scheme on the performance and resiliency of an overlay.

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