{"id":"https://openalex.org/W3135882531","doi":"https://doi.org/10.1109/cloudtech49835.2020.9365876","title":"Bloom filter and its variants for the optimization of MapReduce\u2019s algorithms: A review","display_name":"Bloom filter and its variants for the optimization of MapReduce\u2019s algorithms: A review","publication_year":2020,"publication_date":"2020-11-24","ids":{"openalex":"https://openalex.org/W3135882531","doi":"https://doi.org/10.1109/cloudtech49835.2020.9365876","mag":"3135882531"},"language":"en","primary_location":{"id":"doi:10.1109/cloudtech49835.2020.9365876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudtech49835.2020.9365876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062322043","display_name":"Fatima Ezzaki","orcid":null},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"F. EZZAKI","raw_affiliation_strings":["Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032038935","display_name":"Noreddine Abghour","orcid":"https://orcid.org/0000-0002-8429-6712"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"N. Abghour","raw_affiliation_strings":["Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050535282","display_name":"Amina Elomri","orcid":"https://orcid.org/0000-0002-4339-0681"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Elomri","raw_affiliation_strings":["Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010907886","display_name":"Khalid Moussaid","orcid":"https://orcid.org/0000-0002-7542-9640"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"K. Moussaid","raw_affiliation_strings":["Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086156614","display_name":"Mohamed Rida","orcid":"https://orcid.org/0000-0002-4964-4347"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"M. Rida","raw_affiliation_strings":["Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Laboratoire Informatique, Mod\u00e9lisation des Syst\u00e8mes et Aide \u00e0 la D\u00e9cision (LIMSAD) Faculty of Sciences, University of Hassan II, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":null,"apc_paid":null,"fwci":0.2342,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.4662781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11342","display_name":"Carbon and Quantum Dots Applications","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bloom-filter","display_name":"Bloom filter","score":0.9696676731109619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7485851645469666},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.6200953722000122},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6172950267791748},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5848807096481323},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5325108170509338},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4922889769077301},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.4657600224018097},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39713284373283386},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33364230394363403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1998436450958252}],"concepts":[{"id":"https://openalex.org/C147224247","wikidata":"https://www.wikidata.org/wiki/Q885373","display_name":"Bloom filter","level":2,"score":0.9696676731109619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7485851645469666},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6200953722000122},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6172950267791748},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5848807096481323},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5325108170509338},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4922889769077301},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.4657600224018097},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39713284373283386},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33364230394363403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1998436450958252},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cloudtech49835.2020.9365876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudtech49835.2020.9365876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1504113980","https://openalex.org/W1558092379","https://openalex.org/W1967373117","https://openalex.org/W1986072538","https://openalex.org/W1986441063","https://openalex.org/W2001040824","https://openalex.org/W2016068847","https://openalex.org/W2064803799","https://openalex.org/W2069074882","https://openalex.org/W2070481912","https://openalex.org/W2080291321","https://openalex.org/W2104132146","https://openalex.org/W2116435146","https://openalex.org/W2121083281","https://openalex.org/W2123845384","https://openalex.org/W2126540423","https://openalex.org/W2136986825","https://openalex.org/W2164329923","https://openalex.org/W2176659866","https://openalex.org/W2305788608","https://openalex.org/W2339750579","https://openalex.org/W2406213739","https://openalex.org/W2468341663","https://openalex.org/W2546546394","https://openalex.org/W2604468458","https://openalex.org/W2758889229","https://openalex.org/W2781287151","https://openalex.org/W2902101153","https://openalex.org/W2964277307","https://openalex.org/W2970909044","https://openalex.org/W3161378647","https://openalex.org/W4288414300","https://openalex.org/W6630287168","https://openalex.org/W6668015197","https://openalex.org/W6684367327","https://openalex.org/W6698379459","https://openalex.org/W6703788060","https://openalex.org/W6761193397"],"related_works":["https://openalex.org/W2081869611","https://openalex.org/W2150999591","https://openalex.org/W2011343125","https://openalex.org/W1564712904","https://openalex.org/W2113436622","https://openalex.org/W2623698249","https://openalex.org/W2099972273","https://openalex.org/W2156338408","https://openalex.org/W2086458297","https://openalex.org/W2069074882"],"abstract_inverted_index":{"The":[0,35],"bloom":[1,25,36,85,138,179],"filter":[2,26,37,155,180],"is":[3,117,128,142],"a":[4,17,111,126,131,145],"probabilistic":[5,112],"data":[6,53,72,78],"model":[7],"used":[8],"to":[9,42,59,89,125,143,152],"test":[10,28],"the":[11,24,29,50,81,95,102,137,153,160,163,174,178,183],"existence":[12],"of":[13,52,97,133,147,162,173,177,192],"an":[14,120,171],"element":[15,121],"in":[16,47,55,166,189],"set,":[18],"i.e.,":[19],"for":[20,156],"any":[21],"given":[22],"item,":[23],"could":[27],"membership":[30,61,90],"query":[31],"on":[32,110,159],"this":[33,114,134,190],"candidate.":[34],"has":[38,64],"many":[39,56],"advantages":[40],"due":[41],"its":[43],"simplicity":[44],"and":[45,58,69,79,92,181],"efficiency":[46],"highly":[48],"solving":[49],"issue":[51],"representation":[54],"fields":[57],"support":[60,94],"queries,":[62],"it":[63],"been":[65,187],"known":[66],"as":[67,106,130],"space":[68],"time-efficient":[70],"randomized":[71],"structure,":[73],"by":[74,136],"filtering":[75],"out":[76],"redundant":[77],"optimizing":[80],"memory":[82],"consumption.":[83],"However,":[84],"filters":[86],"are":[87,108],"limited":[88],"tests":[91],"don't":[93],"deletion":[96],"elements.":[98],"They":[99],"also":[100],"generate":[101],"false":[103],"positive":[104],"probability":[105],"they":[107],"based":[109],"model,":[113],"error":[115],"rate":[116],"generated":[118],"when":[119],"that":[122,185],"doesn't":[123],"belong":[124],"set":[127,135],"considered":[129],"member":[132],"filter.":[139],"Our":[140],"goal":[141],"compare":[144],"number":[146],"well-":[148],"existed":[149],"algorithms":[150,165],"related":[151],"boom":[154],"future":[157],"work":[158],"optimization":[161],"join's":[164],"MapReduce.":[167],"This":[168],"paper":[169],"provides":[170],"overview":[172],"different":[175],"variants":[176],"analyses":[182],"studies":[184],"have":[186],"interested":[188],"area":[191],"research.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}