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ACM Transactions on Computer Systems (TOCS)
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Communications of the ACM - 50th anniversary issue: 1958 - 2008
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ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
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Computer Communications
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HotOS'09 Proceedings of the 12th conference on Hot topics in operating systems
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The backends of today's Internet services rely heavily on caching at various layers both to provide faster service to common requests and to reduce load on back-end components. Cache placement is especially challenging given the diversity of workloads handled by widely deployed Internet services. This paper presents TOOL, an analysis technique that automatically optimizes cache placement. Our experiments have shown that near-optimal cache placements vary significantly based on input distribution.