CFP last date
20 January 2025
Call for Paper
February Edition
IJCA solicits high quality original research papers for the upcoming February edition of the journal. The last date of research paper submission is 20 January 2025

Submit your paper
Know more
The week's pick
Responsive image
SFLA-Based Line Balancing and Task Optimization in Master-Slave Controlled Hanger Transportation Systems for Garment Production

Duc Hoang Nguyen
Random Articles
Reseach Article

Using Bloom Filter Array (BFA) to Speed up the Lookup in Distributed Storage System

by Myat Pwint Phyu, Ni Lar Thein
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 60 - Number 11
Year of Publication: 2012
Authors: Myat Pwint Phyu, Ni Lar Thein
10.5120/9737-4288

Myat Pwint Phyu, Ni Lar Thein . Using Bloom Filter Array (BFA) to Speed up the Lookup in Distributed Storage System. International Journal of Computer Applications. 60, 11 ( December 2012), 26-28. DOI=10.5120/9737-4288

@article{ 10.5120/9737-4288,
author = { Myat Pwint Phyu, Ni Lar Thein },
title = { Using Bloom Filter Array (BFA) to Speed up the Lookup in Distributed Storage System },
journal = { International Journal of Computer Applications },
issue_date = { December 2012 },
volume = { 60 },
number = { 11 },
month = { December },
year = { 2012 },
issn = { 0975-8887 },
pages = { 26-28 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume60/number11/9737-4288/ },
doi = { 10.5120/9737-4288 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:06:17.629976+05:30
%A Myat Pwint Phyu
%A Ni Lar Thein
%T Using Bloom Filter Array (BFA) to Speed up the Lookup in Distributed Storage System
%J International Journal of Computer Applications
%@ 0975-8887
%V 60
%N 11
%P 26-28
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Today's storage systems have a major issue for the long-term storage of massive amounts of unstructured data. The reliability and availability of that fortune of data become important factors. So, distributed storage system is essential for many large-scale organizations. It is challenging that how to access the distributed data from a place. In this paper, a structure of the Bloom filter array (BFA) is proposed to get time and space efficiency in distributed storage system. The proposed structure that can efficiently lookup the queries will be discussed from the algorithm perspective and then evaluate BFA through simulations.

References
  1. A. Broder, M. Mitzenmacher, Network Applications of Bloom Filters: A Survey, Internet Mathematics, 2002, pp. 636-646.
  2. B. Bloom, Space/time trade-offs in hash coding with allowable errors, Communications of the ACM, vol. 13, 1970.
  3. F. Bonomi, M. Mitzenmacher, R. Panigrahy, S. Singh, and G. Varghese, Beyond Bloom ?lters: From approximate membership checks to approximate state machines, SIGCOMM, 2006.
  4. F. Bonomi, M. Mitzenmacher, R. Panigrahy, S. Singh, and G. Varghese, "An Improved Construction for Counting Bloom Filters," in 14th Annual European Symposium on Algorithms, LNCS 4168, 2006, pp. 684–695.
  5. S. Czerwinski, B. Y. Zhao, T. Hodes, A. D. Joseph, and R. Katz, An Architecture for a Secure Service Discovery Service, In Proceedings of the Fifth Annual ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom '99), pp. 24—35. New York: ACM Press, 1999.
  6. D. Guo, J. Wu, H. Chen, and X. Luo, Theory and network application of dynamic Bloom ?lters, INFOCOM, 2006.
  7. A. Kumar, J. Xu, and E. W. Zegura, Ef?cient and scalable query routing for unstructured peer-to-peer networks, INFOCOM, 2005.
  8. J. Kubiatowicz, D. Bindel, P. Eaton, Y. Chen, D. Geels, R. Gummadi, S. Rhea, W. Weimer, C. Wells, H. Weatherspoon, and B. Zhao, OceanStore: An Architecture for Global-Scale Persistent Storage, ACM SIGPLAN Notices 35:11 (2000), 190—201.
  9. P. Maymounkov and D. M. Kademlia, A Peer-to-peer Information Systems Based on the XOR Metric, In Proceedings of the IPTPS 2002, Boston, March 2002.
  10. M. Mitzenmacher, Compressed Bloom ?lters, IEEE/ACM Trans. on Networking, vol. 10, no. 5, pp. 604–612, 2002.
  11. S. Ratnasamy, P. Francis, M. Handley, R. Karp, and S. Shenker, A Scalable Content Addressable Network, In Proceedings of the ACM SIGCOMM 2001 Technical Conference, San Diego, CA, USA, August 2001.
  12. A. Rowstron and P. Druschel, Pastry: Scalable, distributed object location and routing for large-scale peer-to-peer systems, In IFIP/ACM International Conference on Distributed Systems Platforms (Middleware), pages 329-350, November 2001.
  13. S. C. Rhea and J. Kubiatowicz, Probabilistic Location and Routing, In Proceedings of the 21st Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM), Volume 3, pp. 1248—1257. Los Alamitos, CA: IEEE Computer Society, 2002.
  14. I. Stoica, R. Morris, D. Karger, F. Kaashoek, and H. Balakrishnan, Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications, In Proceedings of the ACM SIGCOMM 2001, San Diego, CA, USA, August 2001.
  15. K. Sato, N. Matsumoto and N. Yoshida, Multi Keyword Search for DHT P2P Networks, IPSJ/IEICE Forum on Information Technology (FIT)2006, (2006).
  16. F. Sato, Evaluation of the Structured Bloom Filter, In Proceedings of CISIS '10 of the 2010 International Conference on Complex Intelligent and Software Intensive Systems, pp. 313-320.
  17. C. Saar and M. Yossi, Spectral Bloom ?lters, SIGMOD, 2003.
  18. H. Song, S. Dharmapurikar, J. Turner, and J. Lockwood, Fast Hash Table Lookup Using Extended Bloom Filter: An Aid to Network Processing, Proc. ACM SIGCOMM, 2005.
  19. Y. Zhang, D. Li, L. Chen, and X. Lu, Collaborative Search in Large-scale Unstructured Peer-to-Peer Networks, ICPP, 2007.
Index Terms

Computer Science
Information Sciences

Keywords

Unstructured data large-scale distributed storage replication availability reliability bloom filter

Powered by PhDFocusTM