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Adaptive Load Balancing for DHT Lookups

机译:用于DHT查找的自适应负载平衡

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In the past few years, several DHT-based abstractions for peer-to-peer systems have been proposed. The main characteristic is to associate nodes (peers) with objects (keys) and to construct distributed routing structures to support efficient location. These approaches partially consider the load problem by balancing storage of objects without, however, considering lookup traffic. In this paper we present an analysis of structured peer-to-peer systems taking into consideration Zipf-like requests distribution. Based on our analysis, we propose a novel approach for load balancing taking into account object popularity. It is based on dynamic routing table reorganization in order to balance the routing load and on caching objects to balance the request load. We can therefore significantly improve the load balancing of traffic in these systems, and consequently their scalability and performance. Results from experimental evaluation demonstrate the effectiveness of our approach.
机译:在过去的几年中,已经提出了几年的几个基于DHT的抽象,用于对等系统进行的。主要特征是将节点(对等体)与对象(键)联系起来,并构建分布式路由结构以支持有效的位置。这些方法通过平衡对象的存储而部分地考虑负载问题,但考虑到查找流量,这些方法是通过衡量的存储。在本文中,我们在考虑Zipf的请求分布时,对结构化的对等系统进行了分析。基于我们的分析,我们提出了一种载荷平衡的新方法,以考虑到对象人气。它基于动态路由表重组,以平衡路由负载和缓存对象以平衡请求负载。因此,我们可以显着提高这些系统中交通的负载平衡,从而改善了它们的可扩展性和性能。实验评价的结果证明了我们方法的有效性。

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