{"id":"https://openalex.org/W4412801867","doi":"https://doi.org/10.1109/tccn.2025.3594335","title":"Edge-Coordinated Task Scheduling and Resource Allocation for Multiple Video Analytics Services","display_name":"Edge-Coordinated Task Scheduling and Resource Allocation for Multiple Video Analytics Services","publication_year":2025,"publication_date":"2025-07-31","ids":{"openalex":"https://openalex.org/W4412801867","doi":"https://doi.org/10.1109/tccn.2025.3594335"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2025.3594335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3594335","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5100377964","display_name":"Yiming Wang","orcid":"https://orcid.org/0009-0006-0578-0132"},"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":true,"raw_author_name":"Yiming Wang","raw_affiliation_strings":["Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0006-0578-0132","affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109980728","display_name":"Shuang Cheng","orcid":"https://orcid.org/0009-0000-0685-526X"},"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":"Shuang Cheng","raw_affiliation_strings":["Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0000-0685-526X","affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107209376","display_name":"Yu Zhang","orcid":"https://orcid.org/0009-0009-3225-0868"},"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":"Yu Zhang","raw_affiliation_strings":["Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0009-3225-0868","affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066483747","display_name":"Ting Bi","orcid":"https://orcid.org/0000-0001-6196-5613"},"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":"Ting Bi","raw_affiliation_strings":["Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6196-5613","affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100678341","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0002-8482-1046"},"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":"Tao Jiang","raw_affiliation_strings":["Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8482-1046","affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering and School of Electronic Information and Communications, Research Center of6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100377964"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":1.0875,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79867915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"2236","last_page":"2250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9804999828338623,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9804999828338623,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9550999999046326,"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":0.8460150361061096},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6347980499267578},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5866588354110718},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5335301160812378},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43766719102859497},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.43461737036705017},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41676977276802063},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.413700133562088},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3294681906700134},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.17007100582122803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8460150361061096},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6347980499267578},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5866588354110718},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5335301160812378},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43766719102859497},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.43461737036705017},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41676977276802063},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.413700133562088},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3294681906700134},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.17007100582122803},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2025.3594335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3594335","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2736305332","https://openalex.org/W2872933037","https://openalex.org/W2896225285","https://openalex.org/W2962714198","https://openalex.org/W2981657066","https://openalex.org/W3034838511","https://openalex.org/W3047392327","https://openalex.org/W3059280052","https://openalex.org/W3080122404","https://openalex.org/W3120218917","https://openalex.org/W3131309288","https://openalex.org/W3137932838","https://openalex.org/W3193767470","https://openalex.org/W3216800858","https://openalex.org/W4283212161","https://openalex.org/W4285154537","https://openalex.org/W4285197124","https://openalex.org/W4285198516","https://openalex.org/W4296914823","https://openalex.org/W4301852635","https://openalex.org/W4312051597","https://openalex.org/W4315631133","https://openalex.org/W4317892524","https://openalex.org/W4323891867","https://openalex.org/W4385521709","https://openalex.org/W4386076325","https://openalex.org/W4386902831","https://openalex.org/W4387415306","https://openalex.org/W4387491256","https://openalex.org/W4392901649","https://openalex.org/W4396886469","https://openalex.org/W4397026267","https://openalex.org/W4404035595","https://openalex.org/W4405488097","https://openalex.org/W4406321546"],"related_works":["https://openalex.org/W2502104792","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,92],"maximize":[4],"the":[5,24,49,64,81,88,103,147,174],"overall":[6],"utility":[7,171],"of":[8,51,66,177],"multiple":[9,67,178],"video":[10,54,68,128,179],"analytics":[11,69,180],"services":[12,70],"while":[13,172],"ensuring":[14],"compliance":[15],"with":[16],"diverse":[17,175],"accuracy":[18],"and":[19,30,44,59,71,131,166],"latency":[20],"requirements.":[21],"To":[22,79],"address":[23],"challenges":[25],"posed":[26],"by":[27,162],"multi-service":[28],"demands":[29],"limited":[31],"resources,":[32,168],"we":[33,85,135],"propose":[34],"an":[35],"edge-coordinated":[36],"framework,":[37],"ECTSRA,":[38],"which":[39],"jointly":[40],"optimizes":[41],"task":[42,52,126],"scheduling":[43,164],"resource":[45,61,143],"allocation.":[46,133],"ECTSRA":[47,158],"models":[48],"impact":[50],"offloading,":[53,127],"bitrate":[55,129],"selection,":[56,130],"bandwidth":[57,132],"allocation,":[58],"computation":[60,142],"allocation":[62,144],"on":[63,120,146,153],"performance":[65],"formulates":[72],"a":[73,97,106,114,137],"mixed-integer":[74],"nonlinear":[75],"programming":[76],"(MINLP)":[77],"problem.":[78],"solve":[80],"complex":[82],"MINLP":[83],"problem,":[84],"first":[86],"apply":[87],"Lyapunov":[89],"optimization":[90,139],"method":[91,140],"transform":[93],"long-term":[94],"constraints":[95],"into":[96],"single":[98],"time-step":[99],"optimization,":[100],"then":[101],"reformulate":[102],"problem":[104],"as":[105],"Markov":[107],"Decision":[108],"Process":[109],"(MDP).":[110],"We":[111],"subsequently":[112],"develop":[113],"hybrid":[115],"action":[116],"decision-making":[117],"approach":[118],"based":[119,145],"deep":[121],"reinforcement":[122,148],"learning":[123,149],"(DRL)":[124],"for":[125,141],"Finally,":[134],"employ":[136],"convex":[138],"decisions.":[150],"Extensive":[151],"experiments":[152],"real-world":[154],"datasets":[155],"demonstrate":[156],"that":[157],"outperforms":[159],"state-of-the-art":[160],"solutions":[161],"efficiently":[163],"tasks":[165],"allocating":[167],"thereby":[169],"maximizing":[170],"meeting":[173],"requirements":[176],"services.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
