数据网格环境下具有QoS保证的最优副本数量

Y. Mansouri, R. Monsefi
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引用次数: 15

摘要

优化网格资源的使用对于用户有效利用数据网格(DG)至关重要。数据复制被认为是提高DG系统访问性能和数据可用性的主要技术。目前网格系统中数据复制的工作主要集中在用于创建或删除副本的复制机制的基础设施上。数据复制的挑战之一是确定具有服务质量(QoS)保证的最佳副本数量(ONR),以及它们在DG中的最佳副本位置(OLR)。在本文中,我们提出了一种在DG系统上寻找对象的ONR的算法,从而使总体通信和存储成本最小化。该算法保证了用户对QoS的要求得到满足。此外,我们还提出了我们的算法及其完整性的证明草图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Number of Replicas with QoS Assurance in Data Grid Environment
Optimizing the use of grid resources is critical for users to effectively exploit a Data Grid (DG). Data replication is considered as a major technique for increasing access performance and data availability in DG systems. Current works on data replications in Grid systems focuses on infrastructure for replication mechanism for creating or deleting replicas. One of the challenges in data replication is determining Optimal Number of Replicas (ONR) with Quality of Service (QoS) assurance, as well as their Optimal Location of Replicas (OLR) in DG. In this paper, we propose an algorithm that finds ONR of an object over DG systems, such that the overall communication and storage cost is minimized. This algorithm ensures that QoS required from the users are satisfied. In addition, we proposed a sketch of the proof for our algorithm and its integrity.
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