Using Dynamic Sets to Speed Search in World Wide Information Systems,
CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE
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Search on wide area distributed systems is plagued by the high latencies inherent in remote access. A solution is to prefetch information before it is requested by the searcher to hide latency. But this raises the problem of knowing what to prefetch, since fetching data that will not be used can actually hurt performance. This paper proposes extending the Unix file model to support dynamic sets, short-lived and unordered collections of objects created by searchers to hold the results of queries. An objects membership in a set is a hint of future access, informing the system that prefetching that object can improve performance. An additional benefit of using set membership as the hint is that it allows the system to determine the order in which objects are returned to the searcher, further increasing the opportunity for performance improvement. This paper presents the design of SETS, a system extension to Unix to provide dynamic sets. A performance evaluation of SETS shows dynamic sets offer substantial opportunity to reduce the aggregate latency to fetch a group of objects. Experiments on existing world wide information systems show as much as a factor of 8 performance improvement from using sets.
- Computer Systems