{"id":"https://openalex.org/W2919905396","doi":"https://doi.org/10.1109/tnsm.2019.2901549","title":"Coflow Scheduling in the Multi-Resource Environment","display_name":"Coflow Scheduling in the Multi-Resource Environment","publication_year":2019,"publication_date":"2019-02-26","ids":{"openalex":"https://openalex.org/W2919905396","doi":"https://doi.org/10.1109/tnsm.2019.2901549","mag":"2919905396"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2019.2901549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2019.2901549","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","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/A5081271313","display_name":"Zhang Jian-hui","orcid":"https://orcid.org/0000-0002-2000-6739"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Zhang","raw_affiliation_strings":["School of Information and Security Engineering, Zhongnan University of Economics and Law, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2000-6739","affiliations":[{"raw_affiliation_string":"School of Information and Security Engineering, Zhongnan University of Economics and Law, Wuhan, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032623398","display_name":"Deke Guo","orcid":"https://orcid.org/0000-0003-4894-5540"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deke Guo","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111982109","display_name":"Keqiu Li","orcid":"https://orcid.org/0000-0003-1758-3030"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keqiu Li","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1758-3030","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087744818","display_name":"Heng Qi","orcid":"https://orcid.org/0000-0002-8770-3934"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Qi","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-8770-3934","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056756764","display_name":"Xiaoyi Tao","orcid":"https://orcid.org/0000-0001-5374-2196"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyi Tao","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024147310","display_name":"Yingwei Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingwei Jin","raw_affiliation_strings":["School of Management, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0333,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82226074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"16","issue":"2","first_page":"783","last_page":"796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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":0.9977999925613403,"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/T10714","display_name":"Software-Defined Networks and 5G","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8149320483207703},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6767425537109375},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6262632608413696},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5919340252876282},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5285847187042236},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.4843398332595825},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4681088626384735},{"id":"https://openalex.org/keywords/network-functions-virtualization","display_name":"Network Functions Virtualization","score":0.4612743854522705},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4495590031147003},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4459220767021179},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.41551899909973145},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40522852540016174},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32025325298309326},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.19513237476348877},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1485166847705841},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.13057905435562134},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07669195532798767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8149320483207703},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6767425537109375},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6262632608413696},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5919340252876282},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5285847187042236},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.4843398332595825},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4681088626384735},{"id":"https://openalex.org/C200789330","wikidata":"https://www.wikidata.org/wiki/Q7000834","display_name":"Network Functions Virtualization","level":3,"score":0.4612743854522705},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4495590031147003},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4459220767021179},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.41551899909973145},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40522852540016174},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32025325298309326},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.19513237476348877},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1485166847705841},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.13057905435562134},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07669195532798767},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2019.2901549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2019.2901549","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G1596751565","display_name":null,"funder_award_id":"2015R049","funder_id":"https://openalex.org/F4320316071","funder_display_name":"Dalian High-Level Talent Innovation Program"},{"id":"https://openalex.org/G5257144520","display_name":null,"funder_award_id":"61772544","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5551712144","display_name":null,"funder_award_id":"61751203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6857148376","display_name":null,"funder_award_id":"61602226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6901009622","display_name":"\u5927\u89c4\u6a21\u6570\u636e\u4e2d\u5fc3\u7684\u5e26\u5bbd\u5206\u914d\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61672379","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7733246160","display_name":"\u9762\u5411\u53ef\u89c6\u5a92\u4f53\u5927\u6570\u636e\u5904\u7406\u7684\u8ba1\u7b97\u7f51\u7edc\u534f\u540c\u8c03\u5ea6\u5173\u952e\u6280\u672f\u7684\u7814\u7a76","funder_award_id":"61772112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320316071","display_name":"Dalian High-Level Talent Innovation Program","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1528901575","https://openalex.org/W1545728916","https://openalex.org/W1549526028","https://openalex.org/W1756536912","https://openalex.org/W1890643295","https://openalex.org/W1970925610","https://openalex.org/W1999195717","https://openalex.org/W2013932952","https://openalex.org/W2059092774","https://openalex.org/W2064349969","https://openalex.org/W2067209328","https://openalex.org/W2091520147","https://openalex.org/W2100830825","https://openalex.org/W2102549685","https://openalex.org/W2110514750","https://openalex.org/W2113551315","https://openalex.org/W2124827397","https://openalex.org/W2131975293","https://openalex.org/W2139150553","https://openalex.org/W2140813888","https://openalex.org/W2142972529","https://openalex.org/W2149939304","https://openalex.org/W2161480401","https://openalex.org/W2164740236","https://openalex.org/W2168427242","https://openalex.org/W2173213060","https://openalex.org/W2176566884","https://openalex.org/W2202294430","https://openalex.org/W2206389939","https://openalex.org/W2488801318","https://openalex.org/W2521597241","https://openalex.org/W2559673548","https://openalex.org/W2912802084","https://openalex.org/W2997947960","https://openalex.org/W3160544573","https://openalex.org/W3163287424","https://openalex.org/W4234061764","https://openalex.org/W4251459357","https://openalex.org/W6637756608","https://openalex.org/W6639249596","https://openalex.org/W6679815717","https://openalex.org/W6681007964","https://openalex.org/W6687889994","https://openalex.org/W6727321242","https://openalex.org/W6758383543"],"related_works":["https://openalex.org/W2389989679","https://openalex.org/W2184166483","https://openalex.org/W2397293317","https://openalex.org/W3148545455","https://openalex.org/W2377713709","https://openalex.org/W2373973180","https://openalex.org/W2372008037","https://openalex.org/W2461440407","https://openalex.org/W2978148977","https://openalex.org/W3003077338"],"abstract_inverted_index":{"In":[0,84,146],"data":[1,40,105,114,130],"centers,":[2],"a":[3,16,102,136],"lot":[4],"of":[5,18,23,39,117,155],"cluster":[6],"computing":[7],"applications":[8],"follow":[9],"the":[10,29,37,46,76,81,92,97,113,124,152],"coflow":[11,69,77,93,109,125],"working":[12],"pattern.":[13],"That":[14],"is,":[15],"collection":[17],"flows":[19],"between":[20],"two":[21],"groups":[22],"machines":[24],"is":[25],"semantically":[26],"related.":[27],"On":[28],"other":[30,164],"hand,":[31],"network":[32,47,66],"function":[33],"virtualization":[34],"sufficiently":[35],"improves":[36],"performance":[38],"center":[41],"networks.":[42],"It":[43],"however":[44],"complicates":[45],"environment":[48],"by":[49],"introducing":[50],"many":[51],"multi-function":[52],"middleboxes":[53,141],"each":[54],"with":[55,163],"multiple":[56],"resources.":[57],"Coflows":[58],"encounter":[59],"extremely":[60],"different":[61],"processing":[62],"delays":[63],"under":[64],"diverse":[65],"functions.":[67],"Prior":[68],"scheduling":[70,94,126,138,165],"schemes":[71],"are":[72],"insufficient":[73],"to":[74,111,142],"guarantee":[75,107,112,143],"completion":[78,153],"time":[79],"in":[80,96,119],"multi-resource":[82,98],"environment.":[83,99],"this":[85,120],"paper,":[86],"we":[87],"propose,":[88],"model,":[89],"and":[90,134,157],"analyze":[91],"problem":[95],"We":[100],"present":[101],"dedicated":[103],"method,":[104],"rate":[106,115],"for":[108,132],"(DRGC),":[110],"requirements":[116],"coflows":[118,156],"situation.":[121],"DRGC":[122,149],"prioritizes":[123],"sequence,":[127],"assigns":[128],"precise":[129],"rates":[131],"coflows,":[133],"deploys":[135],"packet":[137],"algorithm":[139],"at":[140],"their":[144],"transmissions.":[145],"our":[147],"experiments,":[148],"efficiently":[150],"guarantees":[151],"times":[154],"supports":[158],"15%":[159],"more":[160],"workload,":[161],"compared":[162],"schemes.":[166]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
