Tools for Very Fast Regular Expression Matching

Computer(2010)

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摘要
Regular expressions, or regex, are a common choice for defining configurable rules for data parsing because of their expressiveness in detecting recurrent patterns and information. For many data-intensive applications, regex matching is the first line of defense in performing online data filtering. Unfortunately, few solutions can keep up with the increasing data rates and the complexity posed by sets with hundreds of expressions. DotStar addresses this problem by providing a complete algorithmic solution and a software tool chain that can compile large sets of user-provided regex first into a sequence of intermediate representations and then into an automaton that can search for matches in a single pass without backtracking. The entire software tool chain supports the extended Posix standard syntax for regex.
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关键词
configurable rule,regex matching,increasing data rate,data-intensive application,common choice,Regular Expression Matching,extended Posix,software tool chain,complete algorithmic solution,entire software tool chain,online data
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