{"id":"https://openalex.org/W7163661456","doi":"https://doi.org/10.48550/arxiv.2606.05637","title":"Availability-Aware and Efficiency-Driven AI Service Chain Provisioning in Multi-Domain Edge Intelligence Cloud","display_name":"Availability-Aware and Efficiency-Driven AI Service Chain Provisioning in Multi-Domain Edge Intelligence Cloud","publication_year":2026,"publication_date":"2026-06-04","ids":{"openalex":"https://openalex.org/W7163661456","doi":"https://doi.org/10.48550/arxiv.2606.05637"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.05637","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.05637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.05637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5123175742","display_name":"Hanzhi Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Hanzhi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137981140","display_name":"Jing Bai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bai, Jing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137947836","display_name":"Xin Tang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tang, Xin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373343","display_name":"Xiaomei Liu","orcid":"https://orcid.org/0000-0002-4918-4993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Xiaomei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137958987","display_name":"Yiming Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yiming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5260999798774719,"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":0.5260999798774719,"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":0.38510000705718994,"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":0.009600000455975533,"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/provisioning","display_name":"Provisioning","score":0.887499988079071},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6730999946594238},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6459000110626221},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6208000183105469},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5358999967575073},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47859999537467957},{"id":"https://openalex.org/keywords/virtual-network","display_name":"Virtual network","score":0.43860000371932983},{"id":"https://openalex.org/keywords/network-service","display_name":"Network service","score":0.3547999858856201}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.887499988079071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509999871253967},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6730999946594238},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6459000110626221},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6208000183105469},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5454999804496765},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5358999967575073},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5127999782562256},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47859999537467957},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.43860000371932983},{"id":"https://openalex.org/C2779618445","wikidata":"https://www.wikidata.org/wiki/Q1640628","display_name":"Network service","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.3073999881744385},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2628999948501587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.05637","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.05637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.05637","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.05637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0,71],"a":[1,82,91],"multi-domain":[2],"edge":[3],"intelligence":[4],"cloud":[5],"(MDEIC)":[6],"managed":[7],"by":[8,16],"multiple":[9],"network":[10,20,117,122,149],"operators,":[11],"AI":[12,27],"services":[13],"are":[14],"delivered":[15],"chains":[17,29],"of":[18,56,61,103,154],"virtual":[19],"functions":[21],"(VNFs)":[22],"executed":[23],"in":[24,69,140],"sequence,":[25],"called":[26],"service":[28],"(AISCs).":[30],"Therefore,":[31],"achieving":[32],"an":[33],"efficient":[34],"and":[35,52,58,108,125,142,151],"economical":[36],"AISC":[37,67,78,94,104],"provisioning":[38,68,79,95,105],"approach":[39,97,136],"is":[40],"essential.":[41],"However,":[42],"the":[43,46,59,77,100,114,129,134],"interaction":[44],"between":[45],"environmental":[47],"characteristics":[48],"(heterogeneity,":[49],"resource":[50],"constraints":[51],"limited":[53],"information":[54,124],"visibility)":[55],"MDEIC":[57,141],"time-dependence":[60],"AISCs,":[62],"introduces":[63],"various":[64],"challenges":[65],"to":[66,98,120],"MDEIC.":[70],"this":[72],"paper,":[73],"we":[74,89],"first":[75],"formulate":[76],"problem":[80],"as":[81],"partially":[83],"observable":[84],"stochastic":[85],"game":[86],"(POSG).":[87],"Then,":[88],"propose":[90],"graph-and-time-based":[92],"multi-agent":[93],"(GT-MAAISCP)":[96],"achieve":[99],"collaborative":[101],"optimization":[102],"cost,":[106],"delay":[107],"availability.":[109],"Specifically,":[110],"each":[111],"agent":[112],"uses":[113],"graph-time":[115],"dueling":[116],"(GTDN)":[118],"architecture":[119],"extract":[121],"topology":[123],"temporal":[126],"relationships.":[127],"Finally,":[128],"experimental":[130],"results":[131],"demonstrate":[132],"that":[133],"proposed":[135],"outperforms":[137],"benchmark":[138],"approaches":[139],"also":[143],"illustrate":[144],"its":[145],"performance":[146],"under":[147],"varying":[148],"topologies":[150],"different":[152],"numbers":[153],"local":[155],"EICs":[156],"(LEICs).":[157]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-06T00:00:00"}
