Data Replication Placement Strategy Based On Bidding Mode for Cloud Storage Cluster

Hong Zhang, Bing Lin, Zhanghui Liu, Wenzhong Guo
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引用次数: 12

Abstract

The data availability in large-scale cloud storage has been increasing by means of data replica. To provide cost-effective availability, minimize the response time of applications and make load balancing for cloud storage, a new replica placement policy with bidding thought is proposed. The policy combines the own characteristics of replica and factors of bidding mode(e.g. bidding time, bidding standard, bidding price etc.) and starts replica bidding activity when the file data availability cannot meet the given requirement. Replica placement is based on capacity and accessing probability of data nodes. The experimental results show that our policy has a better performance in both load balance and response time comparing to the static replica policy and CDRM scheme.
基于竞价模式的云存储集群数据复制放置策略
通过数据复制,大规模云存储中的数据可用性得到了提高。为了提供高性价比的可用性,最小化应用程序的响应时间,实现云存储的负载均衡,提出了一种具有竞价思想的副本放置策略。该策略结合了复制品自身的特点和招标模式的因素(如:招标时间、招标标准、招标价格等),当文件资料的可用性不能满足给定要求时,启动副本招标活动。副本的放置基于数据节点的容量和访问概率。实验结果表明,与静态复制策略和CDRM方案相比,我们的策略在负载平衡和响应时间方面都有更好的性能。
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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