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The veracious counting bloom filter
Joint Authors
Palanisamy, Brindha
Athappan, Senthilkumar
Source
The International Arab Journal of Information Technology
Issue
Vol. 14, Issue 6 (30 Nov. 2017)7 p.
Publisher
Publication Date
2017-11-30
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
Counting Bloom Filters (CBFs) are widely employed in many applications for fast membership queries.
CBF works on dynamic sets rather than a static set via item insertions and deletions.
CBF allows false positive, but not false negative.
The Bh-Counting Bloom Filter (Bh-CBF) and Variable Increment Counting Bloom Filter (VI-CBF) are introduced to reduce the false positive probability, but they suffer from memory overhead and hardware complexity.
In this paper, we proposed a multilevel optimization approach named as Veracious Bh-Counting Bloom Filter (VBh-CBF) and Veracious Variable increment Counting Bloom Filter (VVI-CBF) by partitioning the counter vector into multiple levels to reduce the False Positive Probability (FPP) and to limit the memory requirement.
The experiment result shows that the false positive probability and total memory size are reduced by 65.4%, 67.74% and 20.26%, 41.29% respectively compared to basic Bh-CBF and VI-CBF
American Psychological Association (APA)
Palanisamy, Brindha& Athappan, Senthilkumar. 2017. The veracious counting bloom filter. The International Arab Journal of Information Technology،Vol. 14, no. 6.
https://search.emarefa.net/detail/BIM-853057
Modern Language Association (MLA)
Palanisamy, Brindha& Athappan, Senthilkumar. The veracious counting bloom filter. The International Arab Journal of Information Technology Vol. 14, no. 6 (Nov. 2017).
https://search.emarefa.net/detail/BIM-853057
American Medical Association (AMA)
Palanisamy, Brindha& Athappan, Senthilkumar. The veracious counting bloom filter. The International Arab Journal of Information Technology. 2017. Vol. 14, no. 6.
https://search.emarefa.net/detail/BIM-853057
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-853057