Approximate load balancing on dynamic and asynchronous networks

W. Aiello, B. Awerbuch, B. Maggs, Satish Rao
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引用次数: 78

Abstract

This paper presents a simple local algorithm for load balancing in a distributed network. The algorithm makes no assumption about the structure of the network. It can be executed on a synchronous network with fixed topology, a synchronous network with dynamically changing topology, or an asynchronous network. It works quickly and balances well when the network has an expansion property. In particular, we show that in ann-node network with maximumdegree d whose live edges, at every time step, form a -expander, the algorithm will balance the load to within an additive O(d logn= ) term in O( log(n )= ) time, where is the initial imbalance. The algorithm improves upon previous approaches that yield O(n) time bounds in dynamic and asynchronous networks.
动态和异步网络上的近似负载平衡
本文提出了一种简单的分布式网络负载均衡局部算法。该算法对网络结构不做任何假设。它可以在具有固定拓扑的同步网络、具有动态变化拓扑的同步网络或异步网络上执行。当网络具有扩展特性时,它工作迅速,平衡良好。特别地,我们证明了在最大度为d的ann节点网络中,其活边在每个时间步长形成一个扩展器,该算法将在O(log(n)=)时间内将负载平衡到O(d logn=)项内,其中为初始不平衡。该算法改进了以前在动态和异步网络中产生O(n)时间界限的方法。
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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