移动网格环境下的副本放置算法

Xiong Fu, Ruchuan Wang, Yangjunxiong Wang, Song Deng
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引用次数: 12

摘要

随着高带宽第三代移动网络和其他无线网络的出现,网格计算已经从传统的并行和分布式计算向基于无线网络和移动设备的普适和效用计算转变,从而产生了一种新的计算范式——移动网格。数据复制被广泛应用于移动网格环境中,以降低访问成本和提高数据可用性。因此,在移动网格环境下,副本的放置成为副本管理的重要挑战之一。本文研究了基于树的移动网格环境中qos感知的副本放置问题。同时,本文提出了一种分两步解决方案:第一步采用自底向上的动态规划方法放置副本,以满足移动用户的QoS需求和副本的工作负载约束;然后,采用基于二叉搜索的算法解决了移动网格环境下的k个副本放置问题。实验研究表明,该方法对移动网格环境下的副本放置问题具有可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Replica Placement Algorithm in Mobile Grid Environments
With the advent of high bandwidth third-generation mobile networks and other wireless networks, grid computing has migrated from traditional parallel and distributed computing to pervasive and utility computing based on the wireless networks and mobile devices, which results in the emergence of a new computing paradigm named Mobile Grid. Data replication is widely used in mobile grid environments to reduce access cost and improve data availability. Therefore, replica placement becomes one of important challenges for the replica management in mobile grid environments.  This paper addresses the QoS-aware replica placement problem in a tree based mobile grid environments. At the same time this paper proposes a two-step solution for this problem: the first step is a bottom-up dynamic programming approach for placing replicas to satisfy the QoS requirements of mobile users and workload constraint of replicas; then, a binary search based algorithm is used to finish the k replica placement problem in mobile grid environments. Experimental studies show this solution is feasible and efficient for the replica placement problem in mobile grid environments.
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