{"id":"https://openalex.org/W4417132157","doi":"https://doi.org/10.1109/wf-iot64238.2025.11270645","title":"Generative AI-Driven Robust Service Fault-Tolerant Migration Under Dynamic Edge Networks","display_name":"Generative AI-Driven Robust Service Fault-Tolerant Migration Under Dynamic Edge Networks","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W4417132157","doi":"https://doi.org/10.1109/wf-iot64238.2025.11270645"},"language":null,"primary_location":{"id":"doi:10.1109/wf-iot64238.2025.11270645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot64238.2025.11270645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 11th World Forum on Internet of Things (WF-IoT)","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":null,"display_name":"Jice Liu","orcid":null},"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":"Jice Liu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083704076","display_name":"Honglin Fang","orcid":"https://orcid.org/0000-0002-5028-0720"},"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":"Honglin Fang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026921709","display_name":"Peng Yu","orcid":"https://orcid.org/0000-0001-7542-5124"},"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":"Peng Yu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442684","display_name":"Wenjing Li","orcid":"https://orcid.org/0000-0003-2590-5837"},"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":"Wenjing Li","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385692","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0001-9943-6020"},"institutions":[{"id":"https://openalex.org/I4210143496","display_name":"Shanghai Harbour Engineering Design & Research Institute","ror":"https://ror.org/055qdna38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210143496"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Harbor Co.,Ltd,China-Asean Information,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbor Co.,Ltd,China-Asean Information,China","institution_ids":["https://openalex.org/I4210143496"]}]},{"author_position":"last","author":{"id":null,"display_name":"Dingshi Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143496","display_name":"Shanghai Harbour Engineering Design & Research Institute","ror":"https://ror.org/055qdna38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210143496"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingshi Liao","raw_affiliation_strings":["Harbor Co.,Ltd,China-Asean Information,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbor Co.,Ltd,China-Asean Information,China","institution_ids":["https://openalex.org/I4210143496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5246000289916992,"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":0.5246000289916992,"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":0.17090000212192535,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.08500000089406967,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6240000128746033},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5400999784469604},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4553999900817871},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.4481000006198883},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.41040000319480896},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4032999873161316},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.37290000915527344},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.3659000098705292},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.3650999963283539}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7684999704360962},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6535000205039978},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6240000128746033},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5400999784469604},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4553999900817871},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.4481000006198883},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.41040000319480896},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4032999873161316},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3837999999523163},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.37290000915527344},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3659000098705292},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3650999963283539},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.3463999927043915},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.33550000190734863},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.3034999966621399},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29910001158714294},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.2906999886035919},{"id":"https://openalex.org/C67069471","wikidata":"https://www.wikidata.org/wiki/Q1140205","display_name":"IT service continuity","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2865000069141388},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.27799999713897705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26570001244544983},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.26089999079704285},{"id":"https://openalex.org/C2779618445","wikidata":"https://www.wikidata.org/wiki/Q1640628","display_name":"Network service","level":2,"score":0.26030001044273376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot64238.2025.11270645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot64238.2025.11270645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 11th World Forum on Internet of Things (WF-IoT)","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":10,"referenced_works":["https://openalex.org/W2135895123","https://openalex.org/W3036106625","https://openalex.org/W3122019217","https://openalex.org/W4283221298","https://openalex.org/W4291433199","https://openalex.org/W4312084078","https://openalex.org/W4361222181","https://openalex.org/W4367665843","https://openalex.org/W4375928946","https://openalex.org/W4388430462"],"related_works":[],"abstract_inverted_index":{"Dynamic":[0],"edge":[1,88,140],"networks":[2],"enhance":[3],"service":[4,101,120],"delivery":[5],"by":[6],"decentralizing":[7],"resources,":[8],"but":[9],"challenges":[10],"like":[11],"network":[12,51],"topology":[13],"changes":[14],"and":[15,42,57,72,83,103,122],"heterogeneous":[16,89],"node":[17],"limitations":[18],"hinder":[19],"existing":[20],"methods.":[21],"To":[22],"address":[23],"this,":[24],"this":[25],"paper":[26],"proposes":[27],"PreDiffusion,":[28],"a":[29,53,58],"Diffusion-Based":[30],"Service":[31],"Fault-Tolerant":[32],"Migration":[33],"Algorithm,":[34],"leveraging":[35],"Generative":[36],"Diffusion":[37],"Models":[38],"(GDMs)":[39],"for":[40,63,135],"stable":[41],"efficient":[43],"preemptive":[44],"migration":[45,138],"decisions.":[46],"The":[47,127],"approach":[48],"combines":[49],"spatiotemporal":[50],"modeling,":[52],"fault":[54,68],"prototype":[55],"encoder,":[56],"diffusion-based":[59],"decision":[60,84],"generator":[61],"optimized":[62],"fast":[64],"inference,":[65],"achieving":[66],"robust":[67],"detection":[69],"(99.07%":[70],"accuracy)":[71,75],"classification":[73],"(93.06%":[74],"while":[76],"outperforming":[77],"GAN-based":[78],"methods":[79],"in":[80,139],"training":[81],"stability":[82],"quality.Simulations":[85],"on":[86],"an":[87,109,132],"cluster":[90],"demonstrate":[91],"PreDiffusion\u2019s":[92],"superiority":[93],"over":[94],"baseline":[95],"algorithms,":[96],"significantly":[97],"reducing":[98],"energy":[99],"consumption,":[100],"latency,":[102],"improving":[104],"load":[105],"balancing.":[106],"By":[107],"integrating":[108],"online":[110],"fine-tuning":[111],"mechanism,":[112],"the":[113],"algorithm":[114],"adapts":[115],"to":[116],"dynamic":[117],"environments,":[118],"ensuring":[119],"continuity":[121],"higher":[123],"resource":[124],"utilization":[125],"efficiency.":[126],"results":[128],"validate":[129],"PreDiffusion":[130],"as":[131],"effective":[133],"solution":[134],"intelligent":[136],"fault-tolerant":[137],"computing.":[141]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-12-08T00:00:00"}
