POSTER: Optimizing scientific file I/O patterns using advice based knowledge

CLUSTER(2014)

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摘要
Before us, other works have used data prefetching to boost applications performance [1]-[8]. Our approach differs from these works since we do not rely on precise I/O pattern information to predict and prefetch every chunck of data in advance. Instead we use data prefetching to group many small requests in a few big ones, improving applications performance and utilization of the whole storage system. Moreover, we provide the infrastructure that enables users to access file system specific interfaces for guided I/O without modifying applications and hiding the intrinsic complexity that such interfaces introduce.
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关键词
cache storage,data structures,storage management,advice based knowledge,data prefetching,file pattern optimization,file system interfaces,storage system utilization,kernel,sun
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