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A critical comparative evaluation on DHT-based peer-to-peer search algorithms

机译:基于DHT的对等搜索算法的关键比较评估

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摘要

Peer-to-peer networks are becoming increasingly popular as a method of creating highly scalable and robust distributed systems. To address performance issues when scaling traditional unstructured protocols to large network sizes many protocols have been proposed which make use of distributed hash tables to provide a decentralised and robust routing table. This paper investigates the most significant structured distributed hash table (DHT) protocols through a comparative literature review and critical analysis of results from controlled simulations. This paper discovers several key design differences, resulting in pastry performing best in every test. Chord performs worst, mostly attributed to its unidirectional distance metric, while significant generation of maintenance messages hold Kademila back in bandwidth tests.
机译:对等网络作为创建高度可扩展且健壮的分布式系统的一种方法正变得越来越流行。为了解决在将传统的非结构化协议缩放到较大网络规模时的性能问题,已经提出了许多协议,这些协议利用分布式哈希表来提供分散且健壮的路由表。本文通过比较文献综述和对受控模拟结果的严格分析,研究了最重要的结构化分布式哈希表(DHT)协议。本文发现了几个关键的设计差异,从而使糕点在每个测试中均表现最佳。 Chord表现最差,主要归因于其单向距离度量,而大量的维护消息却使Kademila无法进行带宽测试。

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