{"id":"https://openalex.org/W4381786570","doi":"https://doi.org/10.1109/wf-iot54382.2022.10152282","title":"Predictive Model Resilience in Edge Computing","display_name":"Predictive Model Resilience in Edge Computing","publication_year":2022,"publication_date":"2022-10-26","ids":{"openalex":"https://openalex.org/W4381786570","doi":"https://doi.org/10.1109/wf-iot54382.2022.10152282"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot54382.2022.10152282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot54382.2022.10152282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 8th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.gla.ac.uk/view/author/67672.html>","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101562758","display_name":"Qiyuan Wang","orcid":"https://orcid.org/0000-0001-5976-3270"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiyuan Wang","raw_affiliation_strings":["University of Glasgow,Computing Science,United Kingdom","Computing Science, University of Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow,Computing Science,United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"Computing Science, University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018813982","display_name":"Jordi Mateo Fornes","orcid":null},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jordi Mateo Fornes","raw_affiliation_strings":["University of Glasgow,Computing Science,United Kingdom","Computing Science, University of Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow,Computing Science,United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"Computing Science, University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001331936","display_name":"Christos Anagnostopoulos","orcid":"https://orcid.org/0000-0003-1517-6757"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christos Anagnostopoulos","raw_affiliation_strings":["University of Glasgow,Computing Science,United Kingdom","Computing Science, University of Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow,Computing Science,United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"Computing Science, University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018495830","display_name":"Kostas Kolomvatsos","orcid":"https://orcid.org/0000-0002-9442-3340"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas Kolomvatsos","raw_affiliation_strings":["University of Thessaly,Computer Science & Telecomm.,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Thessaly,Computer Science & Telecomm.,Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5337,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68081007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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":0.9986000061035156,"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":0.9986000061035156,"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":0.9954000115394592,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9922999739646912,"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/computer-science","display_name":"Computer science","score":0.8123540878295898},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7083002328872681},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6361425518989563},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6353096961975098},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6022793054580688},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5507789254188538},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4947194755077362},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4937039315700531},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4488235414028168},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.42468178272247314},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38634419441223145},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1869727373123169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16166076064109802},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.13168352842330933},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10351231694221497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8123540878295898},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7083002328872681},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6361425518989563},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6353096961975098},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6022793054580688},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5507789254188538},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4947194755077362},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4937039315700531},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4488235414028168},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.42468178272247314},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38634419441223145},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1869727373123169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16166076064109802},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.13168352842330933},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10351231694221497},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wf-iot54382.2022.10152282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot54382.2022.10152282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 8th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:278311","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/67672.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:278311","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/67672.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2072863431","display_name":null,"funder_award_id":"MCIN/AEI/10.","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3963504879","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G4417350164","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5131690070","display_name":null,"funder_award_id":"PID2020-113614RB-C22","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7218912941","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8430294048","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320320337","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1565975453","https://openalex.org/W2069841827","https://openalex.org/W2120354757","https://openalex.org/W2416799949","https://openalex.org/W2754818607","https://openalex.org/W2799992326","https://openalex.org/W2941367742","https://openalex.org/W2966248453","https://openalex.org/W2997502936","https://openalex.org/W3092609815","https://openalex.org/W3103802018","https://openalex.org/W3104683379","https://openalex.org/W3154707277"],"related_works":["https://openalex.org/W3124356676","https://openalex.org/W2284759612","https://openalex.org/W4402320089","https://openalex.org/W3107853169","https://openalex.org/W2952348651","https://openalex.org/W2307385607","https://openalex.org/W2375742443","https://openalex.org/W4378555281","https://openalex.org/W2149381099","https://openalex.org/W4200520489"],"abstract_inverted_index":{"Node":[0],"failure":[1],"is":[2,13],"a":[3,18,83,120],"commonly":[4],"seen":[5],"threat":[6],"in":[7,40,96,114,148],"distributed":[8],"Machine":[9],"Learning":[10],"systems.":[11],"It":[12],"hard":[14],"to":[15,25,61,105,123],"predict":[16],"having":[17],"huge":[19],"negative":[20],"impact":[21],"on":[22,88],"system":[23],"availability":[24],"provide":[26],"e.g.,":[27],"predictive":[28,109,115],"analytics.":[29],"Considering":[30],"the":[31,46,53,58,70,128,141],"benefits":[32],"obtained":[33],"from":[34],"reduced":[35],"latency":[36],"and":[37,137],"bandwidth":[38],"overhead":[39],"Edge":[41],"Computing":[42],"(EC),":[43],"invocation":[44,126],"of":[45,65,143],"Cloud":[47],"should":[48],"be":[49,62],"avoided.":[50],"Hence,":[51],"finding":[52],"best":[54],"substitute":[55],"nodes":[56],"at":[57],"network":[59],"edge":[60],"invoked":[63],"instead":[64],"failing":[66,107],"nodes,":[67],"evidently,":[68],"builds":[69],"system's":[71],"resilience":[72,84,113,146],"upon":[73,131],"node":[74,125,132],"failures.":[75,133],"To":[76],"achieve":[77],"this":[78],"goal,":[79],"we":[80,118],"contribute":[81],"with":[82],"mechanism":[85],"that":[86,92],"relies":[87],"several":[89],"data-mixing":[90],"strategies":[91],"build":[93],"enhanced":[94],"models":[95,100],"each":[97],"node.":[98],"Such":[99],"have":[101],"satisfactory":[102],"prediction":[103],"capabilities":[104],"handle":[106],"nodes'":[108],"tasks,":[110],"thus,":[111],"ensuring":[112],"services.":[116],"Furthermore,":[117],"propose":[119],"graph-driven":[121],"approach":[122,147],"guide":[124],"minimising":[127],"performance":[129,135],"loss":[130],"Our":[134],"evaluation":[136],"comparative":[138],"assessment":[139],"showcase":[140],"applicability":[142],"our":[144],"model":[145],"intelligent":[149],"EC.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}