1996 Reports
An Analytical Approach to File Prefetching
File prefetching is an effective technique for improving file access performance. In this paper, we present a file prefetching mechanism that is based on on-line analytic modeling of interesting system events and is transparent to higher levels. The mechanism, incorporated into a client's file cache manager, seeks to build semantic structures, called access trees, that capture the correlations between file accesses. It then heuristically uses these structures to represent distinct file usage patterns and exploits them to prefetch files from a file server. We show results of a simulation study and of a working implementation. Measurements suggest that our method can predict future file accesses with an accuracy around 90\%,that it can reduce cache miss rate by up to 47\% and application latency by up to 40\%. Our method imposes little overhead, even under antagonistic circumstances.
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cucs-031-96.pdf application/pdf 164 KB Download File
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demo title for ac:110280 application/octet-stream 70.5 KB Download File
More About This Work
- Academic Units
- Computer Science
- Publisher
- Department of Computer Science, Columbia University
- Series
- Columbia University Computer Science Technical Reports, CUCS-031-96
- Published Here
- April 25, 2011