{"id":"https://openalex.org/W1503989105","doi":"https://doi.org/10.1109/jsyst.2015.2496368","title":"Bandwidth-Aware Scheduling With SDN in Hadoop: A New Trend for Big Data","display_name":"Bandwidth-Aware Scheduling With SDN in Hadoop: A New Trend for Big Data","publication_year":2015,"publication_date":"2015-11-20","ids":{"openalex":"https://openalex.org/W1503989105","doi":"https://doi.org/10.1109/jsyst.2015.2496368","mag":"1503989105"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2015.2496368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2015.2496368","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","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/A5101930777","display_name":"Peng Qin","orcid":"https://orcid.org/0009-0002-5040-3425"},"institutions":[{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Qin","raw_affiliation_strings":["China Academy of Electronics and Information Technology, Beijing, China","School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"China Academy of Electronics and Information Technology, Beijing, China","institution_ids":["https://openalex.org/I4210130112"]},{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101793721","display_name":"Bin Dai","orcid":"https://orcid.org/0000-0003-2898-2811"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Dai","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112112983","display_name":"Benxiong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benxiong Huang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081284077","display_name":"Xu Guan","orcid":"https://orcid.org/0000-0001-8250-8980"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Xu","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101930777"],"corresponding_institution_ids":["https://openalex.org/I4210130112","https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":30.9894,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.99585073,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":"4","first_page":"2337","last_page":"2344"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"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":0.8412853479385376},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6876621246337891},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6544879078865051},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6229059100151062},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5987203121185303},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5618149638175964},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.43551909923553467},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30166754126548767},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23847240209579468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8412853479385376},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6876621246337891},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6544879078865051},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6229059100151062},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5987203121185303},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5618149638175964},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.43551909923553467},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30166754126548767},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23847240209579468},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2015.2496368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2015.2496368","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2836521360","display_name":null,"funder_award_id":"2014TS095","funder_id":"https://openalex.org/F4320321883","funder_display_name":"Huazhong University of Science and Technology"},{"id":"https://openalex.org/G4974345097","display_name":null,"funder_award_id":"60803005","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7977703004","display_name":null,"funder_award_id":"91338201","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G918275203","display_name":null,"funder_award_id":"2012BAH93F01","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320321883","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W1598064945","https://openalex.org/W2033277958","https://openalex.org/W2041958520","https://openalex.org/W2075308804","https://openalex.org/W2080800960","https://openalex.org/W2096125134","https://openalex.org/W2123988716","https://openalex.org/W2136057022","https://openalex.org/W2147118406","https://openalex.org/W2152423273","https://openalex.org/W2154442293","https://openalex.org/W2154516810","https://openalex.org/W2157099238","https://openalex.org/W2162818071","https://openalex.org/W2995564009","https://openalex.org/W3142851257","https://openalex.org/W6604455612"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2149245348"],"abstract_inverted_index":{"Software-defined":[0],"networking":[1],"(SDN)":[2],"is":[3,19,54,70,82,97,166,209],"a":[4,98,131,148,175,231],"revolutionary":[5],"network":[6,11,95],"architecture":[7],"that":[8,64,193,227],"separates":[9],"out":[10,230],"control":[12],"functions":[13],"from":[14],"the":[15,67,73,111,139,196,210],"underlying":[16],"equipment":[17],"and":[18,116,190,224],"an":[20,37,49,185],"increasing":[21],"trend":[22,233],"to":[23,83,90,160,170,212],"help":[24],"enterprises":[25],"build":[26],"more":[27],"manageable":[28],"data":[29,33,87,105,172,222,236],"centers":[30],"where":[31],"big":[32,221],"processing":[34,223],"emerges":[35],"as":[36,72,110,138],"important":[38],"part":[39],"of":[40,62,124,201,215,220],"applications.":[41],"To":[42,205],"concurrently":[43],"process":[44],"large-scale":[45,235],"data,":[46],"MapReduce":[47],"with":[48,155,163],"open-source":[50],"implementation":[51],"named":[52],"Hadoop":[53,58,112,158,162],"proposed.":[55],"In":[56,143],"practical":[57],"systems,":[59],"one":[60],"kind":[61],"issue":[63],"vitally":[65],"impacts":[66],"overall":[68],"performance":[69,198],"known":[71],"NP-complete":[74],"minimum":[75],"make":[76],"span":[77],"problem.":[78],"One":[79],"main":[80],"solution":[81],"assign":[84,182],"tasks":[85,129,183],"on":[86],"local":[88],"nodes":[89],"avoid":[91],"link":[92],"occupation":[93],"since":[94],"bandwidth":[96,137],"scarce":[99],"resource.":[100],"Many":[101],"methodologies":[102],"for":[103,141,217,234],"enhancing":[104],"locality":[106,173],"are":[107],"proposed":[108],"such":[109],"default":[113],"scheduler":[114,118,120,152],"(HDS)":[115],"state-of-the-art":[117],"balance-reduce":[119],"(BAR).":[121],"However,":[122],"all":[123],"them":[125],"either":[126],"ignore":[127],"allocating":[128],"in":[130,157,174,184,199],"global":[132,176],"view":[133,177],"or":[134],"disregard":[135],"available":[136],"basis":[140],"scheduling.":[142],"this":[144],"paper,":[145],"we":[146,225],"propose":[147],"heuristic":[149],"bandwidth-aware":[150,153],"task":[151],"scheduling":[154,219],"SDN":[156,216],"(BASS)":[159],"combine":[161],"SDN.":[164],"It":[165],"not":[167],"only":[168],"able":[169],"guarantee":[171],"but":[178],"also":[179],"can":[180],"efficiently":[181],"optimized":[186],"way.":[187],"Both":[188],"examples":[189],"experiments":[191],"demonstrate":[192],"BASS":[194,208],"has":[195],"best":[197],"terms":[200],"job":[202,218],"completion":[203],"time.":[204],"our":[206],"knowledge,":[207],"first":[211],"exploit":[213],"talent":[214],"believe":[226],"it":[228],"points":[229],"new":[232],"processing.":[237]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
