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The Challenge of Eliminating Storage Bottlenecks in Distributed Systems

机译:消除分布式系统存储瓶颈的挑战

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One of the most difficult problems in distributed systems is load-balancing. Even if we take care of load-balancing, heavily-loaded nodes often occur while there are still lightly-loaded nodes that have idle memory and idle CPU power. Our idea is to exploit this idle memory and idle CPU power to improve the storage performance of heavily-loaded nodes. Idle memory can be used for caching file data and idle CPU power can be used for extracting file access patterns from file access logs. File access patterns are valuable sources for optimizing a cache strategy. Our project goal is to improve the overall performance of distributed systems by improving storage access performance. This paper gives an overview of this project idea and reports the current status of the project. In addition, we show benchmark results from our prototype cache extension system, which is implemented in Linux Kernel 2.6. The DBT-3 (TPC-H) benchmark results show that our system can increase computer speed by a factor of 6.68.
机译:分布式系统中最困难的问题之一是负载平衡。即使我们照顾负载平衡,也经常发生重载的节点,同时仍然有很轻量的节点具有空闲存储器和空闲CPU功率。我们的想法是利用这种闲置的内存和空闲的CPU功率来提高加载大量节点的存储性能。空闲存储器可用于缓存文件数据,并且空闲CPU电源可用于从文件访问日志中提取文件访问模式。文件访问模式是优化缓存策略的有价值的源。我们的项目目标是通过提高存储访问性能来提高分布式系统的整体性能。本文概述了该项目的想法,并报告了项目的当前状态。此外,我们还显示了我们的原型缓存扩展系统的基准结果,该结果在Linux内核2.6中实现。 DBT-3(TPC-H)基准测试结果表明,我们的系统可以将计算机速度提高为6.68倍。

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