{"id":"https://openalex.org/W7119003900","doi":"https://doi.org/10.1109/vtc2025-fall65116.2025.11310512","title":"End-to-End Edge AI Service Provisioning Framework in 6G ORAN","display_name":"End-to-End Edge AI Service Provisioning Framework in 6G ORAN","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W7119003900","doi":"https://doi.org/10.1109/vtc2025-fall65116.2025.11310512"},"language":null,"primary_location":{"id":"doi:10.1109/vtc2025-fall65116.2025.11310512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2025-fall65116.2025.11310512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall)","raw_type":"proceedings-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/A5046228592","display_name":"Yun Tang","orcid":"https://orcid.org/0000-0002-6000-6848"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yun Tang","raw_affiliation_strings":["Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110193257","display_name":"Uma Srinivasan","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Udhaya Chandhar Srinivasan","raw_affiliation_strings":["Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110312868","display_name":"Berenice Scott","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Benjamin James Scott","raw_affiliation_strings":["Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119989919","display_name":"Obumneme Umealor","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Obumneme Umealor","raw_affiliation_strings":["Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119989920","display_name":"Dennis Kevogo","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dennis Kevogo","raw_affiliation_strings":["Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085188653","display_name":"Weisi Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weisi Guo","raw_affiliation_strings":["Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cranfield University,School of Aerospace, Transport and Manufacturing (SATM),United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046228592"],"corresponding_institution_ids":["https://openalex.org/I82284825"],"apc_list":null,"apc_paid":null,"fwci":1.5574,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89519725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5023999810218811,"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":0.5023999810218811,"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":0.2370000034570694,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.03229999914765358,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7657999992370605},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7131999731063843},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6096000075340271},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5968999862670898},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.589900016784668},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5390999913215637},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5095000267028809},{"id":"https://openalex.org/keywords/network-service","display_name":"Network service","score":0.32690000534057617},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.3174999952316284}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7657999992370605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7188000082969666},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7131999731063843},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6096000075340271},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5968999862670898},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.589900016784668},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5390999913215637},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5095000267028809},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40939998626708984},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36320000886917114},{"id":"https://openalex.org/C2779618445","wikidata":"https://www.wikidata.org/wiki/Q1640628","display_name":"Network service","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.3174999952316284},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.313400000333786},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.3102000057697296},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2948000133037567},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.29269999265670776},{"id":"https://openalex.org/C4927394","wikidata":"https://www.wikidata.org/wiki/Q787631","display_name":"Business Process Execution Language","level":4,"score":0.29179999232292175},{"id":"https://openalex.org/C144097018","wikidata":"https://www.wikidata.org/wiki/Q4329404","display_name":"Service discovery","level":3,"score":0.28760001063346863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C110994511","wikidata":"https://www.wikidata.org/wiki/Q661020","display_name":"Next-generation network","level":3,"score":0.26660001277923584},{"id":"https://openalex.org/C97300177","wikidata":"https://www.wikidata.org/wiki/Q1994744","display_name":"Data as a service","level":3,"score":0.26589998602867126},{"id":"https://openalex.org/C33271190","wikidata":"https://www.wikidata.org/wiki/Q3467747","display_name":"Telecommunications service","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C76143314","wikidata":"https://www.wikidata.org/wiki/Q621601","display_name":"Application service provider","level":5,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2025-fall65116.2025.11310512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2025-fall65116.2025.11310512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2969519626","https://openalex.org/W4402742293","https://openalex.org/W4402978375","https://openalex.org/W4404562825","https://openalex.org/W4405014202","https://openalex.org/W4405845731"],"related_works":[],"abstract_inverted_index":{"As":[0],"6G":[1],"networks":[2],"evolve":[3],"to":[4,55],"support":[5],"pervasive":[6],"AI-driven":[7],"applications,":[8],"seamless":[9],"provisioning":[10],"of":[11],"Edge":[12],"AI":[13,58,73,97],"services":[14],"has":[15],"become":[16],"increasingly":[17],"vital.":[18],"However,":[19],"current":[20],"orchestration":[21,44],"processes":[22],"remain":[23],"fragmented,":[24],"requiring":[25],"extensive":[26],"coordination":[27],"between":[28],"AI-powered":[29],"application":[30],"developers":[31],"and":[32,61,78,109],"the":[33,83],"network":[34],"operators.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39],"propose":[40],"a":[41,86,103],"novel":[42],"end-to-end":[43],"framework":[45,84],"that":[46],"integrates":[47],"Large":[48],"Language":[49],"Model":[50],"(LLM)":[51],"agents":[52],"into":[53,69],"O-RAN":[54],"automate":[56],"edge":[57],"service":[59,98,111],"subscription":[60],"deployment.":[62],"Our":[63],"system":[64],"translates":[65],"high-level":[66],"user":[67],"intents":[68],"orchestrated":[70],"workflows,":[71],"including":[72],"model":[74],"selection,":[75],"mobility-aware":[76],"placement,":[77],"performance":[79],"monitoring.":[80],"We":[81],"demonstrate":[82],"via":[85],"prototype":[87],"built":[88],"on":[89],"our":[90],"open-source":[91],"ORAN":[92],"simulator,":[93],"showcasing":[94],"intelligent,":[95],"intent-driven":[96],"provisioning.":[99],"This":[100],"work":[101],"represents":[102],"key":[104],"step":[105],"toward":[106],"AI-native,":[107],"accessible,":[108],"scalable":[110],"management":[112],"in":[113],"6G.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2026-01-08T00:00:00"}
