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Locality in Search Engine Queries and Its Implications for Caching

8 years 11 months ago
Locality in Search Engine Queries and Its Implications for Caching
—Caching is a popular technique for reducing both server load and user response time in distributed systems. In this paper, we consider the question of whether caching might be effective for search engines as well. We study two real search engine traces by examining query locality and its implications for caching. Our trace analysis results show that: (1) Queries have significant locality, with query frequency following a Zipf distribution. Very popular queries are shared among different users and can be cached at servers or proxies, while 16% to 22% of the queries are from the same users and should be cached at the user side. Multiple-word queries are shared less and should be cached mainly at the user side. (2) If caching is to be done at the user side, short-term caching for hours will be enough to cover query temporal locality, while server/proxycaching should use longer periods, such as days. (3) Most users have small lexicons when submitting queries. Frequent users who submit ...
Yinglian Xie, David R. O'Hallaron
Added 15 Jul 2010
Updated 15 Jul 2010
Type Conference
Year 2002
Where INFOCOM
Authors Yinglian Xie, David R. O'Hallaron
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