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Modeling and analysis of hierarchical storage system for massive-scale multimedia server

机译:大规模多媒体服务器分层存储系统的建模与分析

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Abstract: In this article, we investigate the performance behavior of the hierarchical storage architecture. To maximize the performance of the hierarchical storage system, the capacity and bandwidth of individual storage hierarchical needs to be well balanced. Another important factor which governs the performance of hierarchical storage system is the user access pattern. We use two orthogonal performance metrics, namely expected service time and system congestion and blocking probability to evaluate the server performance. We establish an analytical formulation for the given performance metrics and investigate how these performance metrics are affected by the parameter of the individual storage hierarchy. This analytical formulation enables us to investigate the effects of different configurations of the storage hierarchy and different data access patterns; it also provides a framework to determine the optimal configuration of storage hierarchies. The results of a simulation-based performance evaluation are also presented.!14
机译:摘要:在本文中,我们研究了分层存储体系结构的性能行为。为了最大化分层存储系统的性能,需要很好地平衡各个存储分层结构的容量和带宽。决定分层存储系统性能的另一个重要因素是用户访问模式。我们使用两个正交的性能指标,即预期的服务时间,系统拥塞和阻塞概率来评估服务器性能。我们为给定的性能指标建立分析公式,并研究这些性能指标如何受到各个存储层次结构的参数的影响。这种分析公式使我们能够研究存储层次结构的不同配置和不同的数据访问模式的影响;它还提供了确定存储层次结构最佳配置的框架。还介绍了基于仿真的性能评估的结果。!14

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