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Position-aware cuckoo filters

Published: 23 July 2018 Publication History

Abstract

Cuckoo filters have been recently proposed as an efficient structure to perform approximate membership checks. In this paper, it is shown that the false positive rate of a cuckoo filter can be reduced by storing in addition to the fingerprint the information that tell us if a given fingerprint has been inserted in the first or the second bucket. This improvement of the cuckoo filter is denoted as Position Aware (PA) cuckoo filter.

References

[1]
B. Bloom. 1970. Space/Time Tradeoffs in Hash Coding with Allowable Errors. Communications of the ACM 13 (1970), 422--426. Issue 7.
[2]
A. Broder and M. Mitzenmacher. 2004. Network Applications of Bloom Filters: A Survey. Internet Mathematics 1 (January 2004), 485--509. Issue 4.
[3]
B. Fan, D. Andersen, M. Kaminsky, and M. Mitzenmacher. 2014. Cuckoo Filter: Practically Better Than Bloom. In Proc. of ACM CoNEXT. 75--88.
[4]
R. Pagh and F. Rodler. 2004. Cuckoo Hashing. J. Algorithms 51, 2 (May 2004), 122--144.
[5]
S. Pontarelli and P. Reviriego. 2016. Cuckoo Cache: A Technique to Improve Flow Monitoring Throughput. IEEE Internet Computing 20 (2016), 46--53. Issue 4.

Cited By

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  • (2023)A Review of Cuckoo Filters for Privacy Protection and Their ApplicationsElectronics10.3390/electronics1213280912:13(2809)Online publication date: 25-Jun-2023
  • (2020)A Data Structure for Efficient File Deduplication in Cloud Storage2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)10.1109/UEMCON51285.2020.9298159(0071-0077)Online publication date: 28-Oct-2020
  • (2019)Morton filters: fast, compressed sparse cuckoo filtersThe VLDB Journal10.1007/s00778-019-00561-0Online publication date: 6-Aug-2019

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Published In

cover image ACM Conferences
ANCS '18: Proceedings of the 2018 Symposium on Architectures for Networking and Communications Systems
July 2018
181 pages
ISBN:9781450359023
DOI:10.1145/3230718
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 23 July 2018

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Author Tags

  1. bloom filters
  2. cuckoo filters
  3. packet classification
  4. routers

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Overall Acceptance Rate 88 of 314 submissions, 28%

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Cited By

View all
  • (2023)A Review of Cuckoo Filters for Privacy Protection and Their ApplicationsElectronics10.3390/electronics1213280912:13(2809)Online publication date: 25-Jun-2023
  • (2020)A Data Structure for Efficient File Deduplication in Cloud Storage2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)10.1109/UEMCON51285.2020.9298159(0071-0077)Online publication date: 28-Oct-2020
  • (2019)Morton filters: fast, compressed sparse cuckoo filtersThe VLDB Journal10.1007/s00778-019-00561-0Online publication date: 6-Aug-2019

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