Title :
A recursive MISD architecture for pattern matching
Author :
Halaas, Arne ; Svingen, Børge ; Nedland, Magnar ; Saetrom, Pål ; Snøve, Ola, Jr. ; Birkeland, Olaf René
Author_Institution :
Dept. of Comput. & Inf. Sci., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
fDate :
7/1/2004 12:00:00 AM
Abstract :
Many applications require searching for multiple patterns in large data streams for which there is no preprocessed index to rely on for efficient lookups. An multiple instruction stream-single data stream (MISD) VLSI architecture that is based on a recursive divide and conquer approach to pattern matching is proposed. This architecture allows searching for multiple patterns simultaneously. The patterns can be constructed much like regular expressions, and add features such as requiring subpatterns to match in a specific order with some fuzzy distance between them, and the ability to allow errors according to prescribed thresholds, or ranges of such. The current implementation permits up to 127 simultaneous patterns at a clock frequency of 100 MHz, and does 1.024/spl times/10/sup 11/ character comparisons per second.
Keywords :
CMOS logic circuits; MIS devices; VLSI; digital signal processing chips; pattern matching; table lookup; 100 MHz; VLSI architecture; fuzzy distance; multiple instruction stream single data stream; pattern matching; very large scale integration; CMOS technology; Clocks; Filters; Frequency; Hamming distance; Hardware; Parallel architectures; Pattern matching; Sequences; Very large scale integration;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
DOI :
10.1109/TVLSI.2004.830918