{"id":"https://openalex.org/W2505717997","doi":"https://doi.org/10.1109/icc.2016.7511252","title":"Scheduling for response time in Hadoop MapReduce","display_name":"Scheduling for response time in Hadoop MapReduce","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2505717997","doi":"https://doi.org/10.1109/icc.2016.7511252","mag":"2505717997"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2016.7511252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2016.7511252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-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/A5087464513","display_name":"Xiangming Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Xiangming Dai","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046689669","display_name":"Brahim Bensaou","orcid":"https://orcid.org/0000-0002-4473-3658"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Brahim Bensaou","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087464513"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":7.2982,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.97008569,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965999722480774,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.8664665222167969},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.8230146169662476},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7118229269981384},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.5866706371307373},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.5563381314277649},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5498157739639282},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5294601321220398},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.49773862957954407},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4555074870586395},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.44537946581840515},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.25239449739456177},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.06237959861755371}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8664665222167969},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.8230146169662476},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7118229269981384},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.5866706371307373},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.5563381314277649},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5498157739639282},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5294601321220398},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.49773862957954407},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4555074870586395},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.44537946581840515},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.25239449739456177},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.06237959861755371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc.2016.7511252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2016.7511252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-78145","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000390993203123","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W25834431","https://openalex.org/W110612056","https://openalex.org/W1598064945","https://openalex.org/W2003858189","https://openalex.org/W2026824323","https://openalex.org/W2035536069","https://openalex.org/W2060650311","https://openalex.org/W2095977162","https://openalex.org/W2096125134","https://openalex.org/W2097882016","https://openalex.org/W2112486185","https://openalex.org/W2132353061","https://openalex.org/W2150207209","https://openalex.org/W2173213060","https://openalex.org/W2995564009","https://openalex.org/W4285719527","https://openalex.org/W6601062209","https://openalex.org/W6604455612","https://openalex.org/W6651411529"],"related_works":["https://openalex.org/W1496327843","https://openalex.org/W1572184288","https://openalex.org/W2041958520","https://openalex.org/W2383649123","https://openalex.org/W2119358936","https://openalex.org/W2154245509","https://openalex.org/W4367046720","https://openalex.org/W2579119907","https://openalex.org/W2098962655","https://openalex.org/W2782953044"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,80],"novel":[6],"task":[7],"scheduling":[8],"algorithm":[9],"for":[10,62],"Hadoop":[11],"MapReduce":[12],"called":[13],"dynamic":[14],"priority":[15,32],"multiqueue":[16],"scheduler":[17],"(DPMQS).":[18],"DPMQS":[19,70,106,115],"i)":[20],"increases":[21,30],"the":[22,31,45,49,52,56,59,67,92,109,121],"data":[23],"locality":[24],"of":[25,33,51,58,69],"jobs,":[26],"and,":[27],"ii)":[28],"dynamically":[29],"jobs":[34],"that":[35,105,114],"are":[36],"near":[37],"to":[38,43,91,118],"completing":[39],"their":[40],"Map":[41],"phase,":[42],"bridge":[44],"time":[46],"gap":[47],"between":[48],"start":[50],"reduce":[53,60],"tasks":[54],"and":[55,71,84,88,101,112],"execution":[57],"function":[61],"these":[63],"jobs.":[64],"We":[65],"discuss":[66],"details":[68],"its":[72,77],"practical":[73],"implementation,":[74],"then":[75],"assess":[76],"performance":[78],"in":[79,96,120],"small":[81],"physical":[82],"cluster":[83,122],"large-scale":[85],"simulated":[86],"clusters":[87],"compare":[89],"it":[90],"other":[93],"schedulers":[94],"available":[95],"Hadoop.":[97],"Both":[98],"real":[99],"experiments":[100],"simulation":[102],"results":[103],"show":[104],"decreases":[107],"significantly":[108],"response":[110],"time,":[111],"demonstrate":[113],"is":[116],"insensitive":[117],"changes":[119],"geometry.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
