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Clustered Scheduling Algorithms for Mixed-Media Disk Workloads in a Multimedia Server

机译:多媒体服务器中混合媒体磁盘工作量的集群调度算法

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摘要

Divisible load scenarios occur in modern media server applications since most multimedia applications typically require access to continuous and discrete data. A high performance Continuous Media (CM) server greatly depends on the ability of its disk IO subsystem to serve both types of workloads efficiently. Disk scheduling algorithms for mixed media workloads, although they play a central role in this task, have been overlooked by related research efforts. These algorithms must satisfy several stringent performance goals, such as achieving low response time and ensuring fairness, for the discrete-data workload, while at the same time guaranteeing the uninterrupted delivery of continuous data, for the continuous-data workload. The focus of this paper is on disk scheduling algorithms for mixed media workloads in a multimedia information server. We propose novel algorithms, present a taxonomy of relevant algorithms, and study their performance through experimentation. Our results show that our algorithms offer drastic improvements in discrete request average response times, are fair, serve continuous requests without interruptions, and that the disk technology trends are such that the expected performance benefits can be even greater in the future.
机译:由于大多数多媒体应用程序通常需要访问连续和离散的数据,因此在现代媒体服务器应用程序中会发生可分的负载情况。高性能连续媒体(CM)服务器在很大程度上取决于其磁盘IO子系统有效地服务两种类型的工作负载的能力。尽管混合媒体工作负载的磁盘调度算法在此任务中起着核心作用,但相关研究工作却对其加以忽视。这些算法必须满足多个严格的性能目标,例如对于离散数据工作负载,实现低响应时间并确保公平,同时还要保证连续数据工作负载的连续数据不间断地传递。本文的重点是针对多媒体信息服务器中混合媒体工作负载的磁盘调度算法。我们提出了新颖的算法,提出了相关算法的分类法,并通过实验研究了它们的性能。我们的结果表明,我们的算法在不连续的请求平均响应时间方面有了显着的改进,是公平的,可以连续不断地处理请求而不会造成中断,并且磁盘技术的发展趋势使得预期的性能收益在将来会更大。

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