Title :
Two-tier Bloom filter to achieve faster membership testing
Author :
Jimeno, M. ; Christensen, K.J. ; Roginsky, A.
Author_Institution :
Univ. of South Florida, Tampa
Abstract :
Testing for element membership in a Bloom filter requires hashing of a test element (e.g. a string) and multiple lookups in memory. A design of a new two-tier Bloom filter with on-chip hash functions and cache is described. For elements with a heavy-tailed distribution for popularity, membership testing time can be significantly reduced.
Keywords :
cache storage; filters; testing; cache functions; faster membership testing; heavy-tailed distribution; memory lookup times; on-chip hash functions; two-tier bloom filter;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20080081