Heterogeneity and load balance in structured P2P system

Lin Xia, H. Duan, Xu Zhou, Zhifeng Zhao, Xiao-wen Nie
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引用次数: 6

Abstract

In most structured P2P systems, using DHT algorithms to distribute objects randomly among nodes results in unbalance load in each node. Numerous load balancing proposals exist in p2p networks, most of them only focus on namespace balancing and under the uniform assumption. In ideal condition, these techniques really work well, but ignoring the effect of heterogeneity and uneven in both of varying object loads and wide varying node capacity. We propose an algorithm for load balancing in such heterogeneous systems. Our simulation results show that in face of overloaded peers appeared, our algorithm can transfer load successfully from overloaded node, achieve load balancing effectively.
结构化P2P系统的异构性与负载均衡
在大多数结构化P2P系统中,使用DHT算法在节点间随机分配对象会导致各节点负载不均衡。p2p网络中存在大量的负载均衡方案,但大多只关注命名空间的均衡,且在统一的假设下。在理想情况下,这些技术确实可以很好地工作,但忽略了对象负载变化和节点容量变化的异质性和不均匀性的影响。我们提出了一种在异构系统中实现负载平衡的算法。仿真结果表明,当节点出现过载时,该算法能够成功地从过载节点转移负载,有效地实现负载均衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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