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Heuristics for scheduling I/O operations

机译:调度I / O操作的启发式

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摘要

The I/O bottleneck in parallel computer systems has recently begun receiving increasing interest. Most attention has focused on improving the performance of I/O devices using fairly low level parallelism in techniques such as disk striping and interleaving. Widely applicable solutions, however, will require an integrated approach which addresses the problem at multiple system levels, including applications, systems software, and architecture. We propose that within the context of such an integrated approach, scheduling parallel I/O operations will become increasingly attractive and can potentially provide substantial performance benefits. We describe a simple I/O scheduling problem and present approximate algorithms for its solution. The costs of using these algorithms in terms of execution time, and the benefits in terms of reduced time to complete a batch of I/O operations, are compared with the situations in which no scheduling is used, and in which an optimal scheduling algorithm is used. The comparison is performed both theoretically and experimentally. We have found that, in exchange for a small execution time overhead, the approximate scheduling algorithms can provide substantial improvements in I/O completion times.
机译:并行计算机系统中的I / O瓶颈最近开始受到越来越多的关注。在磁盘条带化和交织等技术中,大多数注意力集中在使用相当低水平的并行性来提高I / O设备的性能。但是,广泛适用的解决方案将需要一种集成的方法来解决多个系统级别的问题,包括应用程序,系统软件和体系结构。我们建议,在这种集成方法的上下文中,调度并行I / O操作将变得越来越有吸引力,并可能潜在地提供实质性的性能优势。我们描述了一个简单的I / O调度问题,并给出了解决方案的近似算法。将这些算法在执行时间上的成本,以及减少完成一批I / O操作的时间所带来的收益,与不使用调度且使用了最佳调度算法的情况进行了比较。用过的。在理论上和实验上都进行了比较。我们发现,以较小的执行时间开销为代价,近似的调度算法可以显着改善I / O完成时间。

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