{"id":"https://openalex.org/W4387870002","doi":"https://doi.org/10.1109/iccworkshops57953.2023.10283537","title":"Efficient Task Scheduling and Resource Allocation for AI Training Services in Native AI Wireless Networks","display_name":"Efficient Task Scheduling and Resource Allocation for AI Training Services in Native AI Wireless Networks","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387870002","doi":"https://doi.org/10.1109/iccworkshops57953.2023.10283537"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops57953.2023.10283537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops57953.2023.10283537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069572173","display_name":"Tianjiao Chen","orcid":"https://orcid.org/0000-0002-2931-3487"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjiao Chen","raw_affiliation_strings":["China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications,Beijing,China","China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications,Beijing,China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062797615","display_name":"Qinqin Tang","orcid":"https://orcid.org/0000-0002-3930-7005"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinqin Tang","raw_affiliation_strings":["Beijing University of Posts and Telecom,State Key Laboratory of Networking and Switching Technology,Beijing,China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecom, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecom,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecom, Beijing, China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100737335","display_name":"Guangyi Liu","orcid":"https://orcid.org/0000-0002-8656-1946"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyi Liu","raw_affiliation_strings":["China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications,Beijing,China","China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications,Beijing,China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"China Mobile Research Institute, ZGC Institute of Ubiquitous-X Innovation and Applications, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5397,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90779295,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"637","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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/T13553","display_name":"Age of Information Optimization","score":0.9918000102043152,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8504664301872253},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6570460200309753},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5793702006340027},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5288278460502625},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5190430283546448},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5181918740272522},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4998199939727783},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4492543637752533},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4464800953865051},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4235190451145172},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40658608078956604},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39764484763145447},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15075838565826416},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10322332382202148},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08510634303092957}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8504664301872253},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6570460200309753},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5793702006340027},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5288278460502625},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5190430283546448},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5181918740272522},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4998199939727783},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4492543637752533},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4464800953865051},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4235190451145172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40658608078956604},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39764484763145447},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15075838565826416},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10322332382202148},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08510634303092957},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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},{"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/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops57953.2023.10283537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops57953.2023.10283537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1159422342","display_name":null,"funder_award_id":"2022YFB2902100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2969297996","https://openalex.org/W3004784593","https://openalex.org/W3039762817","https://openalex.org/W3084599057","https://openalex.org/W3106959531","https://openalex.org/W3108426037","https://openalex.org/W3163231210","https://openalex.org/W3194292616","https://openalex.org/W3210939417","https://openalex.org/W3212941463","https://openalex.org/W4280499864","https://openalex.org/W4293198051","https://openalex.org/W4309969840"],"related_works":["https://openalex.org/W2323516465","https://openalex.org/W2195904091","https://openalex.org/W4238615239","https://openalex.org/W2063960996","https://openalex.org/W2085045797","https://openalex.org/W1998565590","https://openalex.org/W2061423566","https://openalex.org/W1480110329","https://openalex.org/W1939996075","https://openalex.org/W2118113972"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"is":[3,131],"widely":[4],"adopted":[5],"in":[6,23,38,80],"various":[7],"services":[8,79],"and":[9,31,47,53,61,72,94,150],"has":[10],"become":[11],"the":[12,29,49,115,123,135,139,148,153],"key":[13],"technology":[14],"to":[15,28,34,57,113,133,146],"promote":[16],"industrial":[17],"upgrading.":[18],"However,":[19],"AI":[20,42,54,63,77,82,119],"service":[21],"infrastructures":[22],"5G":[24],"are":[25,32],"independent":[26],"relative":[27],"network":[30],"difficult":[33],"be":[35],"controlled":[36],"collaboratively":[37],"real-time.":[39],"Fortunately,":[40],"native":[41,81],"wireless":[43,83],"networks":[44],"can":[45],"orchestrate":[46],"schedule":[48],"communication,":[50],"computation,":[51],"data,":[52],"model":[55],"resources":[56],"efficiently":[58],"deliver":[59],"diverse":[60],"high-performance":[62],"services.":[64],"Therefore,":[65],"this":[66],"paper":[67],"considers":[68],"a":[69,107],"task":[70,124],"scheduling":[71],"resource":[73,95],"allocation":[74],"scheme":[75],"for":[76,86],"training":[78],"networks,":[84],"allowing":[85],"flexible":[87],"computing":[88],"server":[89],"selection,":[90],"data":[91],"quality":[92],"adjustment,":[93],"allocation.":[96],"To":[97],"provide":[98],"results":[99],"without":[100],"additional":[101],"subjective":[102],"preference":[103],"information,":[104],"we":[105,143],"establish":[106],"multiple":[108],"objective":[109],"integer":[110],"programming":[111],"problem":[112],"increase":[114],"accuracy":[116],"of":[117,138,152],"trained":[118],"models":[120],"while":[121],"reducing":[122],"delay.":[125],"Then,":[126],"an":[127],"NSG-TSRA":[128],"heuristic":[129],"algorithm":[130],"proposed":[132,154],"obtain":[134],"approximate":[136],"solution":[137],"Pareto-optimal":[140],"set.":[141],"Finally,":[142],"conduct":[144],"simulations":[145],"verify":[147],"feasibility":[149],"performance":[151],"scheme.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}