Error Detection and Correction using Bloom Filters
|International Journal of Engineering Trends and Technology (IJETT)||
|© 2017 by IJETT Journal|
|Year of Publication : 2017|
|Authors : Battu Naveen, N.Pitcheswara Rao
|DOI : 10.14445/22315381/IJETT-V51P226|
Battu Naveen, N.Pitcheswara Rao "Error Detection and Correction using Bloom Filters", International Journal of Engineering Trends and Technology (IJETT), V51(3),145-149 September 2017. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group
The Bloom filter a way of using hash transforms to determine set member-ship. Bloom filters find application wherever fast set membership tests on large data sets are required. Such applications include spell checking, differential file updating, distributed network caches, and textual analysis. It is a probabilistic method with a set error rate. Errors can only occur on the side of inclusion, a true member will never be reported as not belonging to a set, but some non-members may be reported as members. Bloom filters use hash transforms to compute a vector (the filter) that is preventative of the data set. Membership is tested by comparing the results of hashing on the potential members to the vector. In its simplest form the vector is composed of N elements, each a bit. An element is set if and only if some hash transform hashes to that location for some key. Figure 2 shows such a filter with m = 4 hash transforms and N = 8 bits.
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bloom filters, error, detection, correction.