{"id":"https://openalex.org/W4404628296","doi":"https://doi.org/10.1109/ciot63799.2024.10757095","title":"Optimizing multi-service migration and downtime at the network edge using deep reinforcement learning","display_name":"Optimizing multi-service migration and downtime at the network edge using deep reinforcement learning","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4404628296","doi":"https://doi.org/10.1109/ciot63799.2024.10757095"},"language":"en","primary_location":{"id":"doi:10.1109/ciot63799.2024.10757095","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ciot63799.2024.10757095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th Conference on Cloud and Internet of Things (CIoT)","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":"https://openalex.org/A5078659032","display_name":"Arshin Rezazadeh","orcid":"https://orcid.org/0000-0003-2116-0014"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arshin Rezazadeh","raw_affiliation_strings":["Western University,Computer Science Department,London,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University,Computer Science Department,London,Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068641751","display_name":"Davood Abednezhad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Davood Abednezhad","raw_affiliation_strings":["Khouzestan Oxin Steel Company,Information and Comm. Tech.,Ahvaz,Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khouzestan Oxin Steel Company,Information and Comm. Tech.,Ahvaz,Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Duff Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Duff Jones","raw_affiliation_strings":["Western University,Computer Science Department,London,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University,Computer Science Department,London,Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068665464","display_name":"Hanan Lutfiyya","orcid":"https://orcid.org/0000-0002-5341-9388"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hanan Lutfiyya","raw_affiliation_strings":["Western University,Computer Science Department,London,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University,Computer Science Department,London,Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5585,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62199864,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.974399983882904,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.974399983882904,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.932200014591217,"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9009000062942505,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.9020569920539856},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7427735328674316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7062220573425293},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6903868317604065},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4697694480419159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4534086287021637},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4359273314476013},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11368435621261597},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.05327516794204712}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.9020569920539856},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7427735328674316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7062220573425293},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6903868317604065},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4697694480419159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4534086287021637},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4359273314476013},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11368435621261597},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.05327516794204712},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ciot63799.2024.10757095","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ciot63799.2024.10757095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th Conference on Cloud and Internet of Things (CIoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2626044724","https://openalex.org/W2734986407","https://openalex.org/W2768475350","https://openalex.org/W2801779586","https://openalex.org/W2885657717","https://openalex.org/W2894413690","https://openalex.org/W2913454702","https://openalex.org/W2940806880","https://openalex.org/W2994053796","https://openalex.org/W3086413164","https://openalex.org/W3115676336","https://openalex.org/W3163522921","https://openalex.org/W3174454034","https://openalex.org/W3181230722","https://openalex.org/W3208229128","https://openalex.org/W4214717370","https://openalex.org/W4290928793","https://openalex.org/W4308360645","https://openalex.org/W4367840596","https://openalex.org/W4389664952","https://openalex.org/W4392152218","https://openalex.org/W6649948755","https://openalex.org/W6780559895","https://openalex.org/W6804601995"],"related_works":["https://openalex.org/W4313339048","https://openalex.org/W4386004629","https://openalex.org/W3176734149","https://openalex.org/W3201779876","https://openalex.org/W3113627641","https://openalex.org/W2918879532","https://openalex.org/W3083220997","https://openalex.org/W2885461866","https://openalex.org/W3162654428","https://openalex.org/W2901937988"],"abstract_inverted_index":{"Modern":[0],"Internet":[1],"of":[2,9,22,38,96,102],"Things":[3],"edge":[4,27],"applications":[5],"are":[6],"often":[7],"composed":[8],"multiple":[10,23],"microservices.":[11],"User":[12],"mobility":[13],"and":[14,76,100],"load":[15],"balancing":[16],"may":[17],"require":[18],"the":[19,86],"live":[20],"migration":[21,30,47,60,74,88,94],"dependent":[24],"services":[25],"between":[26],"nodes.":[28],"This":[29],"requires":[31],"low":[32,43],"latency":[33],"to":[34,61],"meet":[35],"user":[36],"Quality":[37],"Experience":[39],"expectations.":[40],"To":[41],"achieve":[42],"latency,":[44],"optimizing":[45],"total":[46,73,93],"time":[48,75],"is":[49],"important,":[50],"but":[51],"downtime":[52,77],"must":[53],"also":[54],"be":[55],"considered":[56],"in":[57],"a":[58,79],"multi-service":[59],"minimize":[62,71],"user-perceived":[63],"latency.":[64],"As":[65],"demonstrated":[66],"through":[67],"experiment,":[68],"we":[69],"jointly":[70],"both":[72],"using":[78],"deep":[80],"reinforcement":[81],"learning":[82],"approach":[83],"that":[84],"uses":[85],"MiGrror":[87],"model.":[89],"Our":[90],"results":[91],"show":[92],"times":[95],"under":[97,103],"25":[98],"s":[99],"downtimes":[101],"20":[104],"ms.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
