{"id":"https://openalex.org/W4390468431","doi":"https://doi.org/10.3390/s24010216","title":"Job-Deadline-Guarantee-Based Joint Flow Scheduling and Routing Scheme in Data Center Networks","display_name":"Job-Deadline-Guarantee-Based Joint Flow Scheduling and Routing Scheme in Data Center Networks","publication_year":2023,"publication_date":"2023-12-30","ids":{"openalex":"https://openalex.org/W4390468431","doi":"https://doi.org/10.3390/s24010216","pmid":"https://pubmed.ncbi.nlm.nih.gov/38203078"},"language":"en","primary_location":{"id":"doi:10.3390/s24010216","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24010216","pdf_url":"https://www.mdpi.com/1424-8220/24/1/216/pdf?version=1703918215","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/1/216/pdf?version=1703918215","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101425405","display_name":"Long Suo","orcid":"https://orcid.org/0000-0002-5477-2095"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Long Suo","raw_affiliation_strings":["College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China"],"raw_orcid":"https://orcid.org/0000-0002-5477-2095","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China","institution_ids":["https://openalex.org/I167027274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003949603","display_name":"Han Ma","orcid":"https://orcid.org/0009-0009-7894-5665"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Ma","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059022566","display_name":"Wanguo Jiao","orcid":"https://orcid.org/0000-0002-2075-3312"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanguo Jiao","raw_affiliation_strings":["College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China"],"raw_orcid":"https://orcid.org/0000-0002-2075-3312","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China","institution_ids":["https://openalex.org/I167027274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070803428","display_name":"Xiaoming Liu","orcid":"https://orcid.org/0000-0003-2629-621X"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Liu","raw_affiliation_strings":["College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China"],"raw_orcid":"https://orcid.org/0000-0003-2629-621X","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China","institution_ids":["https://openalex.org/I167027274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101425405"],"corresponding_institution_ids":["https://openalex.org/I167027274"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.8748,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81544766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"24","issue":"1","first_page":"216","last_page":"216"},"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":0.9968000054359436,"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":0.9962999820709229,"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":0.8091820478439331},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5614172220230103},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5215273499488831},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5010561943054199},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4325940012931824},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4278275966644287},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4103265702724457},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.27775126695632935},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26800718903541565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091820478439331},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5614172220230103},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5215273499488831},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5010561943054199},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4325940012931824},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4278275966644287},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4103265702724457},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.27775126695632935},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26800718903541565},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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":4,"locations":[{"id":"doi:10.3390/s24010216","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24010216","pdf_url":"https://www.mdpi.com/1424-8220/24/1/216/pdf?version=1703918215","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38203078","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38203078","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10781248","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10781248","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10781248/pdf/sensors-24-00216.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8f855ac85966418f9e860d44173da230","is_oa":true,"landing_page_url":"https://doaj.org/article/8f855ac85966418f9e860d44173da230","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":"Sensors, Vol 24, Iss 1, p 216 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24010216","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24010216","pdf_url":"https://www.mdpi.com/1424-8220/24/1/216/pdf?version=1703918215","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3904228741","display_name":null,"funder_award_id":"62101415","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390468431.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1522033472","https://openalex.org/W1545728916","https://openalex.org/W2013932952","https://openalex.org/W2062428974","https://openalex.org/W2102549685","https://openalex.org/W2173213060","https://openalex.org/W2342784376","https://openalex.org/W2405554247","https://openalex.org/W2463263320","https://openalex.org/W2482277620","https://openalex.org/W2487448491","https://openalex.org/W2489580393","https://openalex.org/W2516319498","https://openalex.org/W2520923252","https://openalex.org/W2539177760","https://openalex.org/W2587184474","https://openalex.org/W2588538875","https://openalex.org/W2611899942","https://openalex.org/W2766401293","https://openalex.org/W2781241399","https://openalex.org/W2787023134","https://openalex.org/W2806217983","https://openalex.org/W2885600553","https://openalex.org/W2912227172","https://openalex.org/W2920534947","https://openalex.org/W2921179295","https://openalex.org/W2944890630","https://openalex.org/W2952360840","https://openalex.org/W2966878699","https://openalex.org/W2979533436","https://openalex.org/W3006487403","https://openalex.org/W3027689601","https://openalex.org/W3080609575","https://openalex.org/W3094155744","https://openalex.org/W3100144169","https://openalex.org/W3160520312","https://openalex.org/W4226062437","https://openalex.org/W4238465620","https://openalex.org/W4251459357","https://openalex.org/W6687322159"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W2089689241","https://openalex.org/W2031586449","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Many":[0],"emerging":[1],"Internet":[2],"of":[3,29,61,89,112,210],"Things":[4],"(IoT)":[5],"applications":[6],"deployed":[7],"on":[8],"cloud":[9],"platforms":[10],"have":[11,75,118,216],"strict":[12],"latency":[13],"requirements":[14],"or":[15],"deadline":[16],"constraints,":[17],"and":[18,33,63,82,101,127,150,177,189],"thus":[19],"meeting":[20,86],"the":[21,27,34,58,87,110,116,123,154,170,186,201,208,214],"deadlines":[22,88,117,215],"is":[23,105,143,181],"crucial":[24],"to":[25,77,84,137,164,183],"ensure":[26],"quality":[28],"service":[30,37],"for":[31,36,114,131,192,212],"users":[32],"revenue":[35],"providers":[38],"in":[39,47,56,68,169,219],"these":[40],"delay-stringent":[41],"IoT":[42],"applications.":[43],"Efficient":[44],"flow":[45,80,99,125],"scheduling":[46,81,100,126,149,176],"data":[48],"center":[49],"networks":[50],"(DCNs)":[51],"plays":[52],"a":[53],"major":[54],"role":[55],"reducing":[57],"execution":[59],"time":[60],"jobs":[62,113,160,211],"has":[64],"garnered":[65],"significant":[66],"attention":[67],"recent":[69],"years.":[70],"However,":[71],"only":[72],"few":[73],"studies":[74],"attempted":[76],"combine":[78],"job-level":[79],"routing":[83,102,128,178,187],"guarantee":[85],"multi-stage":[90,133],"jobs.":[91,134],"In":[92,153],"this":[93,141],"paper,":[94],"an":[95,173],"efficient":[96],"heuristic":[97],"joint":[98,124],"(JFSR)":[103],"scheme":[104,204],"proposed.":[106],"First,":[107],"targeting":[108],"maximizing":[109],"number":[111,209],"which":[115,213],"been":[119,217],"met,":[120],"we":[121],"formulate":[122],"optimization":[129],"problem":[130,142],"multiple":[132],"Second,":[135],"due":[136],"its":[138],"mathematical":[139],"intractability,":[140],"decomposed":[144],"into":[145],"two":[146],"sub-problems:":[147],"inter-coflow":[148],"intra-coflow":[151],"scheduling.":[152],"first":[155],"sub-problem,":[156,172],"coflows":[157],"from":[158],"different":[159],"are":[161],"scheduled":[162,194],"according":[163],"their":[165],"relative":[166],"remaining":[167],"times;":[168],"second":[171],"iterative":[174],"coflow":[175],"(ICSR)":[179],"algorithm":[180],"designed":[182],"alternately":[184],"optimize":[185],"path":[188],"bandwidth":[190],"allocation":[191],"each":[193],"coflow.":[195],"Finally,":[196],"simulation":[197],"results":[198],"demonstrate":[199],"that":[200],"proposed":[202],"JFSR":[203],"can":[205],"significantly":[206],"increase":[207],"met":[218],"DCNs.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}