{"id":"https://openalex.org/W4416214676","doi":"https://doi.org/10.1109/tmc.2025.3632794","title":"Hierarchical Runtime Reliability Anomaly Detection for Edge Services Rejuvenation","display_name":"Hierarchical Runtime Reliability Anomaly Detection for Edge Services Rejuvenation","publication_year":2025,"publication_date":"2025-11-14","ids":{"openalex":"https://openalex.org/W4416214676","doi":"https://doi.org/10.1109/tmc.2025.3632794"},"language":null,"primary_location":{"id":"doi:10.1109/tmc.2025.3632794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3632794","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100435858","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-1511-7266"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Department of Management Science and Engineering, Data Science and Systems Science (DTripleS) Lab, Nanjing Forestry University, Nanjing, China","Department of Management Science and Engineering, China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Data Science and Systems Science (DTripleS) Lab, Nanjing Forestry University, Nanjing, China","institution_ids":["https://openalex.org/I167027274"]},{"raw_affiliation_string":"Department of Management Science and Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657889","display_name":"Jiyuan Liu","orcid":"https://orcid.org/0009-0006-8621-7463"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiyuan Liu","raw_affiliation_strings":["Department of Management Science and Engineering, Data Science and Systems Science (DTripleS) Lab, Nanjing Forestry University, Nanjing, China","Department of Management Science and Engineering, China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Data Science and Systems Science (DTripleS) Lab, Nanjing Forestry University, Nanjing, China","institution_ids":["https://openalex.org/I167027274"]},{"raw_affiliation_string":"Department of Management Science and Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499987","display_name":"Qiang He","orcid":"https://orcid.org/0000-0002-2607-4556"},"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":"Qiang He","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Hubei, China","National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Hubei, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404363","display_name":"Feifei Chen","orcid":"https://orcid.org/0000-0001-5455-3792"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Feifei Chen","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, VIC, Australia","School of Information Technology, Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101916404","display_name":"Xiaoyu Xia","orcid":"https://orcid.org/0000-0003-3526-3217"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaoyu Xia","raw_affiliation_strings":["School of Computing Technologies, RMIT University, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing Technologies, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100435858"],"corresponding_institution_ids":["https://openalex.org/I167027274"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18109242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"4","first_page":"5807","last_page":"5823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.19769999384880066,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.19769999384880066,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.07980000227689743,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.07280000299215317,"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/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7283999919891357},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6642000079154968},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6553000211715698},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5465999841690063},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5084999799728394},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.42309999465942383},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.34929999709129333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8450000286102295},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7283999919891357},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6642000079154968},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6553000211715698},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5465999841690063},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5084999799728394},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.42309999465942383},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41999998688697815},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29420000314712524},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2937999963760376},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.27480000257492065},{"id":"https://openalex.org/C193519340","wikidata":"https://www.wikidata.org/wiki/Q891179","display_name":"Data loss","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.26330000162124634}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2025.3632794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3632794","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/30644102","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/30644102","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5252259292","display_name":null,"funder_award_id":"62372239","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1966771895","https://openalex.org/W2033656974","https://openalex.org/W2060017308","https://openalex.org/W2320681231","https://openalex.org/W2911200746","https://openalex.org/W2962928367","https://openalex.org/W2963045681","https://openalex.org/W2963640412","https://openalex.org/W3015959599","https://openalex.org/W3037157458","https://openalex.org/W3040099731","https://openalex.org/W3092036045","https://openalex.org/W3111518588","https://openalex.org/W3111967092","https://openalex.org/W3112548650","https://openalex.org/W3126956508","https://openalex.org/W3163667769","https://openalex.org/W3172155345","https://openalex.org/W3176085787","https://openalex.org/W3196172277","https://openalex.org/W3212463886","https://openalex.org/W3213388407","https://openalex.org/W3215290057","https://openalex.org/W4205109136","https://openalex.org/W4205302503","https://openalex.org/W4213007507","https://openalex.org/W4225508567","https://openalex.org/W4250955649","https://openalex.org/W4255845613","https://openalex.org/W4280631396","https://openalex.org/W4287448681","https://openalex.org/W4297911671","https://openalex.org/W4300263211","https://openalex.org/W4312609072","https://openalex.org/W4312740115","https://openalex.org/W4312809802","https://openalex.org/W4312958720","https://openalex.org/W4316652292","https://openalex.org/W4321380818","https://openalex.org/W4361029831","https://openalex.org/W4384302784","https://openalex.org/W4385562572","https://openalex.org/W4388161896","https://openalex.org/W4390939857","https://openalex.org/W4396757510","https://openalex.org/W4401246480","https://openalex.org/W4402512197","https://openalex.org/W4404035300","https://openalex.org/W4407315431"],"related_works":[],"abstract_inverted_index":{"Multi-access":[0],"Edge":[1],"Computing":[2],"(MEC)":[3],"deploys":[4],"computation":[5],"and":[6,18,29,40,119,133,152,203,221],"storage":[7],"resources":[8],"at":[9],"the":[10,43,112,141,149,163,169,185,205,219],"network":[11,30],"edge,":[12],"enabling":[13],"devices":[14],"to":[15,34,57,116,139,226],"process":[16],"data":[17,26],"requests":[19],"on":[20,49,107,215],"nearby":[21],"edge":[22,35,46,61,79,91,145,189,206],"services.":[23],"This":[24,54],"reduces":[25],"transmission":[27],"latency":[28],"congestion.":[31],"However,":[32],"due":[33],"servers'":[36],"volatile":[37],"running":[38],"status":[39],"limited":[41],"resources,":[42],"reliability":[44,64,75,104,121,158,194],"of":[45,86,144,155,165,171,188,223],"services":[47,146,190],"deployed":[48],"them":[50],"fluctuates":[51],"over":[52],"time.":[53],"may":[55,71],"lead":[56],"concept":[58,108],"drifts":[59],"in":[60,77,167],"services'":[62,92,207],"real-time":[63,157],"streaming":[65,122,159],"data.":[66,123,160],"A":[67],"severe":[68],"negative":[69],"drift":[70],"indicate":[72],"a":[73,98,126,177],"runtime":[74,103,193],"anomaly":[76,142],"an":[78],"service,":[80],"which":[81],"often":[82],"impacts":[83],"users'":[84],"Quality":[85],"Experience":[87],"(QoE).":[88],"To":[89,161],"ensure":[90],"reliability,":[93],"this":[94],"paper":[95],"proposes":[96],"CS-Detection,":[97],"hierarchical":[99],"approach":[100,182],"for":[101,183],"detecting":[102],"anomalies":[105],"based":[106],"drift.":[109],"CS-Detection":[110,166,224],"employs":[111,125],"compressed":[113,156],"sensing":[114],"technique":[115,128],"sample":[117],"complex":[118],"large-scale":[120],"It":[124],"new":[127],"that":[129],"combines":[130],"Variational":[131],"AutoEncoder":[132],"Energy-Based":[134],"Generative":[135],"Adversarial":[136],"Network":[137],"(E2BGAN)":[138],"estimate":[140],"level":[143],"by":[147,192],"calculating":[148],"reconstruction":[150],"error":[151,154],"discriminant":[153],"demonstrate":[162,218],"usefulness":[164],"ensuring":[168],"QoE":[170],"MEC":[172],"systems,":[173],"we":[174],"present":[175],"CPRest,":[176],"coordinated":[178],"checkpoint-based":[179],"effective":[180],"rejuvenation":[181],"restoring":[184],"normal":[186],"operation":[187],"affected":[191],"anomalies.":[195],"CPRest":[196],"classifies":[197],"detection":[198],"results":[199],"into":[200],"four":[201],"levels":[202],"adjusts":[204],"restart":[208],"trigger":[209],"time":[210],"accordingly.":[211],"Comprehensive":[212],"experiments":[213],"conducted":[214],"real-world":[216],"datasets":[217],"effectiveness":[220],"efficiency":[222],"compared":[225],"state-of-the-art":[227],"approaches.":[228]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-14T00:00:00"}