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Title: :  EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT
PaperId: :  9532
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 1 2019
DUI:    16.0415/IJARIIE-9532
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAJAONARIVELO Maminiaina Andry TahianaECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L’INGENIERIE ET DE L’INNOVATION (ED-STII)
RAKOTOMIRAHO SoloniainaECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L’INGENIERIE ET DE L’INNOVATION (ED-STII)
RANDRIAMAROSON Rivo MahandrisoaECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L’INGENIERIE ET DE L’INNOVATION (ED-STII)

Abstract

Computer Science and Engineering
Big data, MapReduce, join algorithms, Bloom filter, Intersection Bloom Filter
MapReduce framework has become an attractive model to analyze a very large-scale data. One of the techniques that framework is join algorithm. Join algorithm is a complex operation and quite expensive and require sophisticated techniques. In this paper, we present strategies for two-way join relations in a MapReduce environment and study their extension with Bloom Filter approaches. The aim of this work is to show that filters can eliminate the non-joining data as early as possible in order to reduce the costs of disk I/O, communication network and CPU.

Citations

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IJARIIE RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. "EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 1 2019 Page 721-729
MLA RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. "EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT." International Journal Of Advance Research And Innovative Ideas In Education 5.1(2019) : 721-729.
APA RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, & RANDRIAMAROSON Rivo Mahandrisoa. (2019). EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT. International Journal Of Advance Research And Innovative Ideas In Education, 5(1), 721-729.
Chicago RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. "EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 1 (2019) : 721-729.
Oxford RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. 'EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 1, 2019, p. 721-729. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/EVALUATION_OF_JOIN_AND_JOIN_BASED_BLOOM_FILTER_ALGORITHMS_IN_MAPREDUCE_ENVIRONMENT_IJARIIE9532.pdf (Accessed : 26 February 2019).
Harvard RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. (2019) 'EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT', International Journal Of Advance Research And Innovative Ideas In Education, 5(1), pp. 721-729IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/EVALUATION_OF_JOIN_AND_JOIN_BASED_BLOOM_FILTER_ALGORITHMS_IN_MAPREDUCE_ENVIRONMENT_IJARIIE9532.pdf (Accessed : 26 February 2019)
IEEE RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa, "EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 1, pp. 721-729, Jan-Feb 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/EVALUATION_OF_JOIN_AND_JOIN_BASED_BLOOM_FILTER_ALGORITHMS_IN_MAPREDUCE_ENVIRONMENT_IJARIIE9532.pdf [Accessed : 26 February 2019].
Turabian RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. "EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 1 (26 February 2019).
Vancouver RAJAONARIVELO Maminiaina Andry Tahiana, RAKOTOMIRAHO Soloniaina, and RANDRIAMAROSON Rivo Mahandrisoa. EVALUATION OF JOIN AND JOIN BASED BLOOM FILTER ALGORITHMS IN MAPREDUCE ENVIRONMENT. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 26 February 2019]; 5(1) : 721-729. Available from: http://ijariie.com/AdminUploadPdf/EVALUATION_OF_JOIN_AND_JOIN_BASED_BLOOM_FILTER_ALGORITHMS_IN_MAPREDUCE_ENVIRONMENT_IJARIIE9532.pdf
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