{"id":"https://openalex.org/W1755261609","doi":"https://doi.org/10.1155/2015/575687","title":"Performance Comparison of OpenMP, MPI, and MapReduce in Practical Problems","display_name":"Performance Comparison of OpenMP, MPI, and MapReduce in Practical Problems","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1755261609","doi":"https://doi.org/10.1155/2015/575687","mag":"1755261609"},"language":"en","primary_location":{"id":"doi:10.1155/2015/575687","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/575687","pdf_url":"https://downloads.hindawi.com/journals/am/2015/575687.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/am/2015/575687.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001298116","display_name":"Sol Ji Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sol Ji Kang","raw_affiliation_strings":["Department of Computer Science, Chungbuk National University, Cheongju, Chungbuk 361-763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Chungbuk National University, Cheongju, Chungbuk 361-763, Republic of Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101585259","display_name":"Sang\u2010Yeon Lee","orcid":"https://orcid.org/0000-0003-3566-8708"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang Yeon Lee","raw_affiliation_strings":["Department of Computer Science, Chungbuk National University, Cheongju, Chungbuk 361-763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Chungbuk National University, Cheongju, Chungbuk 361-763, Republic of Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085290695","display_name":"Keon Myung Lee","orcid":"https://orcid.org/0000-0003-0132-0260"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Keon Myung Lee","raw_affiliation_strings":["Department of Computer Science, Chungbuk National University, Cheongju, Chungbuk 361-763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Chungbuk National University, Cheongju, Chungbuk 361-763, Republic of Korea","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085290695"],"corresponding_institution_ids":["https://openalex.org/I163753206"],"apc_list":{"value":1000,"currency":"USD","value_usd":1000},"apc_paid":{"value":1000,"currency":"USD","value_usd":1000},"fwci":35.1443,"has_fulltext":true,"cited_by_count":74,"citation_normalized_percentile":{"value":0.99533966,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/computer-science","display_name":"Computer science","score":0.8874343633651733},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6625286936759949},{"id":"https://openalex.org/keywords/de-facto","display_name":"De facto","score":0.6542752385139465},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6071337461471558},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.5224917531013489},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42382270097732544},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18459203839302063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8874343633651733},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6625286936759949},{"id":"https://openalex.org/C2992317946","wikidata":"https://www.wikidata.org/wiki/Q712144","display_name":"De facto","level":2,"score":0.6542752385139465},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6071337461471558},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.5224917531013489},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42382270097732544},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18459203839302063},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2015/575687","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/575687","pdf_url":"https://downloads.hindawi.com/journals/am/2015/575687.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2f6102cae4874ea7b76b5031b7c44e61","is_oa":true,"landing_page_url":"https://doaj.org/article/2f6102cae4874ea7b76b5031b7c44e61","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Multimedia, Vol 2015 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/575687","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/575687","pdf_url":"https://downloads.hindawi.com/journals/am/2015/575687.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1357531889","display_name":null,"funder_award_id":"NIPA-2013-H0301-13-4009","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G8989510837","display_name":null,"funder_award_id":"NIPA-2013-H0301-13-4009","funder_id":"https://openalex.org/F4320322065","funder_display_name":"National IT Industry Promotion Agency"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322065","display_name":"National IT Industry Promotion Agency","ror":"https://ror.org/026v53e29"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1755261609.pdf","grobid_xml":"https://content.openalex.org/works/W1755261609.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W77466636","https://openalex.org/W1177194838","https://openalex.org/W1507039213","https://openalex.org/W1580891478","https://openalex.org/W1594248175","https://openalex.org/W1813030236","https://openalex.org/W1850405760","https://openalex.org/W2028499920","https://openalex.org/W2045886945","https://openalex.org/W2059444062","https://openalex.org/W2063799188","https://openalex.org/W2071786556","https://openalex.org/W2081988953","https://openalex.org/W2100830825","https://openalex.org/W2104644701","https://openalex.org/W2119565742","https://openalex.org/W2142855348","https://openalex.org/W2166837162","https://openalex.org/W2171097063","https://openalex.org/W2173213060","https://openalex.org/W3138798301","https://openalex.org/W3145128584","https://openalex.org/W4239429564","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2807906686","https://openalex.org/W2794909825","https://openalex.org/W4247715995","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2594962586","https://openalex.org/W3175075103","https://openalex.org/W2518047880","https://openalex.org/W2137821808"],"abstract_inverted_index":{"With":[0],"problem":[1,117],"size":[2],"and":[3,8,12,30,40,81,118,162],"complexity":[4],"increasing,":[5],"several":[6],"parallel":[7,27,35,49,126],"distributed":[9,63],"programming":[10,36,50],"models":[11,29],"frameworks":[13],"have":[14],"been":[15],"developed":[16],"to":[17,100,108],"efficiently":[18],"handle":[19],"such":[20],"problems.":[21],"This":[22,122],"paper":[23,123],"briefly":[24],"reviews":[25],"the":[26,44,57,70,103,125,129,133,139,152,156,160,165],"computing":[28],"describes":[31],"three":[32,134],"widely":[33],"recognized":[34],"frameworks:":[37],"OpenMP,":[38],"MPI,":[39],"MapReduce.":[41],"OpenMP":[42],"is":[43,56,151],"de":[45,58,71],"facto":[46,59,72],"standard":[47,61,73],"for":[48,62,74,102,128,155],"on":[51,132,142],"shared":[52],"memory":[53,64],"systems.":[54,65],"MPI":[55],"industry":[60],"MapReduce":[66],"framework":[67,85,99],"has":[68],"become":[69],"large":[75],"scale":[76],"data-intensive":[77],"applications.":[78,104],"Qualitative":[79],"pros":[80],"cons":[82],"of":[83,97,145,164],"each":[84],"are":[86,114],"known,":[87],"but":[88],"quantitative":[89],"performance":[90,163],"indexes":[91],"help":[92],"get":[93],"a":[94,143],"good":[95],"picture":[96],"which":[98,150],"use":[101],"As":[105],"benchmark":[106],"problems":[107,113,130],"compare":[109],"those":[110],"frameworks,":[111,135],"two":[112],"chosen:":[115],"all-pairs-shortest-path":[116],"data":[119],"join":[120],"problem.":[121],"presents":[124],"programs":[127],"implemented":[131],"respectively.":[136],"It":[137,147],"shows":[138],"experiment":[140],"results":[141],"cluster":[144],"computers.":[146],"also":[148],"discusses":[149],"right":[153],"tool":[154],"jobs":[157],"by":[158],"analyzing":[159],"characteristics":[161],"paradigms.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}