{"id":"https://openalex.org/W2494821628","doi":"https://doi.org/10.4018/ijwsr.2016070103","title":"An Efficient MapReduce Computing Model for Imprecise Applications","display_name":"An Efficient MapReduce Computing Model for Imprecise Applications","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2494821628","doi":"https://doi.org/10.4018/ijwsr.2016070103","mag":"2494821628"},"language":"en","primary_location":{"id":"doi:10.4018/ijwsr.2016070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwsr.2016070103","pdf_url":null,"source":{"id":"https://openalex.org/S119470311","display_name":"International Journal of Web Services Research","issn_l":"1545-7362","issn":["1545-7362","1546-5004"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Services Research","raw_type":"journal-article"},"type":"article","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/A5102003608","display_name":"Changjian Wang","orcid":"https://orcid.org/0000-0002-1160-0365"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjian Wang","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101645557","display_name":"Yuxing Peng","orcid":"https://orcid.org/0000-0002-8223-5588"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxing Peng","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047414317","display_name":"Mingxing Tang","orcid":"https://orcid.org/0000-0003-2966-6028"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxing Tang","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440903","display_name":"Dongsheng Li","orcid":"https://orcid.org/0000-0001-9743-2034"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Li","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656932","display_name":"Shanshan Li","orcid":"https://orcid.org/0000-0003-0798-974X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanshan Li","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037867996","display_name":"Pengfei You","orcid":"https://orcid.org/0000-0003-1572-0783"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei You","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09690618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"3","first_page":"46","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9986000061035156,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9293514490127563},{"id":"https://openalex.org/keywords/map-reduce","display_name":"Map reduce","score":0.6242284178733826},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5649073123931885},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5449231863021851},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5139050483703613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40255841612815857},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33200493454933167},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.1774003803730011},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1359483003616333},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.08156785368919373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9293514490127563},{"id":"https://openalex.org/C3019257732","wikidata":"https://www.wikidata.org/wiki/Q567759","display_name":"Map reduce","level":3,"score":0.6242284178733826},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5649073123931885},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5449231863021851},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5139050483703613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40255841612815857},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33200493454933167},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.1774003803730011},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1359483003616333},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08156785368919373},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijwsr.2016070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwsr.2016070103","pdf_url":null,"source":{"id":"https://openalex.org/S119470311","display_name":"International Journal of Web Services Research","issn_l":"1545-7362","issn":["1545-7362","1546-5004"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Services Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jwsr00:v:13:y:2016:i:3:p:46-63","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJWSR.2016070103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6399999856948853,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W66789461","https://openalex.org/W110612056","https://openalex.org/W208034268","https://openalex.org/W1750643891","https://openalex.org/W1861377444","https://openalex.org/W1876812886","https://openalex.org/W1890643295","https://openalex.org/W1903497807","https://openalex.org/W2071989194","https://openalex.org/W2096125134","https://openalex.org/W2099601885","https://openalex.org/W2102849319","https://openalex.org/W2110104287","https://openalex.org/W2122465391","https://openalex.org/W2140509629","https://openalex.org/W2318846467"],"related_works":["https://openalex.org/W2005914413","https://openalex.org/W1513606646","https://openalex.org/W2274578477","https://openalex.org/W2115083410","https://openalex.org/W1622341139","https://openalex.org/W2245093230","https://openalex.org/W2380805646","https://openalex.org/W2417189998","https://openalex.org/W3003915767","https://openalex.org/W2393232088"],"abstract_inverted_index":{"Optimizing":[0],"the":[1,7,10,19,39,50,57,71,76,88,92,135,140,149,153,157,172,187],"Map":[2],"process":[3,90],"is":[4,98,163],"important":[5],"for":[6],"improvement":[8],"of":[9,32,45,52,73,94,109,156,174,191],"MapReduce":[11,33,81],"performance.":[12],"Many":[13],"efforts":[14],"have":[15],"been":[16,181],"devoted":[17],"into":[18],"problem":[20],"to":[21,70,101,115,133,139,151],"design":[22],"more":[23],"efficient":[24],"scheduling":[25],"strategies.":[26],"However,":[27],"there":[28],"exists":[29],"a":[30,103,107],"kind":[31],"applications,":[34,37,75],"named":[35,83],"imprecise":[36,40,53,74,96],"where":[38],"results":[41,185],"based":[42],"on":[43],"part":[44],"map":[46,65,89,127,136,158],"tasks":[47,66,128],"can":[48,60,86,170],"satisfy":[49],"requirements":[51,93],"applications":[54],"and":[55,106,121,129,165,183,189],"thus":[56],"job":[58],"processes":[59],"be":[61],"completed":[62,126],"when":[63,91],"enough":[64],"are":[67,113,146],"processed.":[68],"According":[69],"feature":[72],"authors":[77],"propose":[78],"an":[79,95],"improved":[80],"model,":[82],"MapCheckReduce,":[84],"which":[85,169],"terminate":[87,134],"application":[97],"satisfied.":[99],"Compared":[100],"MapReduce,":[102],"Check":[104,118],"mechanism":[105,119,162],"set":[108],"extended":[110],"programming":[111,144],"interfaces":[112,145],"added":[114],"MapCheckReduce.":[116,192],"The":[117,143,177],"receives":[120],"analyzes":[122],"messages":[123],"submitted":[124],"by":[125,148],"then":[130],"determines":[131],"whether":[132],"phase":[137],"according":[138],"analysis":[141],"results.":[142],"used":[147],"programmers":[150],"define":[152],"termination":[154],"conditions":[155],"process.":[159],"A":[160],"data-prefetching":[161],"designed":[164],"implemented":[166,182],"in":[167],"MapCheckReduce":[168,175,178],"improve":[171],"performance":[173],"effectively.":[176],"prototype":[179],"has":[180],"experiment":[184],"verify":[186],"feasibility":[188],"effectiveness":[190]},"counts_by_year":[],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}