{"id":"https://openalex.org/W4313175060","doi":"https://doi.org/10.1109/meditcom55741.2022.9928703","title":"Online Learning for Industrial IoT: The Online Convex Optimization Perspective","display_name":"Online Learning for Industrial IoT: The Online Convex Optimization Perspective","publication_year":2022,"publication_date":"2022-09-05","ids":{"openalex":"https://openalex.org/W4313175060","doi":"https://doi.org/10.1109/meditcom55741.2022.9928703"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom55741.2022.9928703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom55741.2022.9928703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"},"type":"article","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/A5018785319","display_name":"Livia Elena Chatzieleftheriou","orcid":"https://orcid.org/0000-0002-8786-2337"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Livia Elena Chatzieleftheriou","raw_affiliation_strings":["IMDEA Networks Institute,Madrid,Spain","IMDEA Networks Institute, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute,Madrid,Spain","institution_ids":["https://openalex.org/I2802499160"]},{"raw_affiliation_string":"IMDEA Networks Institute, Madrid, Spain","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058622321","display_name":"Chen\u2013Feng Liu","orcid":"https://orcid.org/0000-0001-5851-1207"},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Chen-Feng Liu","raw_affiliation_strings":["Technology Innovation Institute,Abu Dhabi,United Arab Emirates","Technology Innovation Institute, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Technology Innovation Institute,Abu Dhabi,United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]},{"raw_affiliation_string":"Technology Innovation Institute, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057979014","display_name":"Iordanis Koutsopoulos","orcid":"https://orcid.org/0000-0001-7699-5276"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Iordanis Koutsopoulos","raw_affiliation_strings":["Athens University of Economics and Business,Department of Informatics,Athens,Greece","Department of Informatics, Athens University of Economics and Business, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Athens University of Economics and Business,Department of Informatics,Athens,Greece","institution_ids":["https://openalex.org/I73142707"]},{"raw_affiliation_string":"Department of Informatics, Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061429095","display_name":"Mehdi Bennis","orcid":"https://orcid.org/0000-0003-0261-0171"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mehdi Bennis","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu,Oulu,Finland","Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056145687","display_name":"M\u00e9rouane Debbah","orcid":"https://orcid.org/0000-0001-8941-8080"},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Merouane Debbah","raw_affiliation_strings":["Technology Innovation Institute,Abu Dhabi,United Arab Emirates","Technology Innovation Institute, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Technology Innovation Institute,Abu Dhabi,United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]},{"raw_affiliation_string":"Technology Innovation Institute, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018785319"],"corresponding_institution_ids":["https://openalex.org/I2802499160"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1202956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9939000010490417,"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/computer-science","display_name":"Computer science","score":0.8056459426879883},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.5394189953804016},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5317244529724121},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5137032270431519},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5053289532661438},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5008208751678467},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4429798126220703},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3146571218967438},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.22971221804618835},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12012618780136108},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1186017394065857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8056459426879883},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.5394189953804016},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5317244529724121},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5137032270431519},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5053289532661438},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5008208751678467},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4429798126220703},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3146571218967438},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.22971221804618835},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12012618780136108},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1186017394065857},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/meditcom55741.2022.9928703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom55741.2022.9928703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2023021026804","is_oa":false,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2023021026804","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2593757692","https://openalex.org/W2029232111","https://openalex.org/W2159422359","https://openalex.org/W2757557385","https://openalex.org/W2335680976","https://openalex.org/W2294196761","https://openalex.org/W2141929741","https://openalex.org/W2252345849","https://openalex.org/W2786117496","https://openalex.org/W4387583845"],"abstract_inverted_index":{"Industrial":[0],"Internet":[1],"of":[2,18,33,54,89,101,160,163,181,198],"things":[3],"(IIoT),":[4],"one":[5],"enabler":[6],"for":[7,173],"Industry":[8],"4.0":[9],"Smart":[10],"Factories,":[11],"is":[12,45,107,125],"a":[13,108],"mission-critical":[14],"and":[15,36,57,83,111,127,139,165,170],"latency-sensitive":[16],"application":[17],"5G":[19],"networks.":[20,203],"Due":[21],"to":[22,42,50,201],"the":[23,30,38,51,61,68,81,87,99,117,122,132,141,150,167,179,196],"stringent":[24],"latency":[25],"requirements":[26],"in":[27,75,136,153,185],"IIoT,":[28,90],"coordinating":[29],"simultaneous":[31],"transmissions":[32],"massive":[34],"entities":[35],"knowing":[37],"interference":[39],"they":[40],"create":[41],"each":[43],"other":[44],"not":[46],"feasible.":[47],"Additionally,":[48],"due":[49],"mobility":[52],"feature":[53],"mobile":[55],"robots":[56],"automated":[58],"guided":[59],"vehicles,":[60],"experienced":[62],"channel":[63],"fading":[64],"may":[65,146],"differ":[66],"from":[67,98],"estimated":[69],"one.":[70],"Therefore,":[71],"some":[72,94],"uncertainties":[73],"exist":[74],"IIoT":[76,137,186,202],"networks":[77,138],"while":[78,148],"we":[79,145,156,177,194],"decide":[80],"communication":[82,151],"control":[84],"mechanisms.":[85],"Within":[86],"context":[88],"this":[91],"paper":[92],"discusses":[93],"resource":[95,182],"allocation":[96,183],"solutions":[97],"perspective":[100],"Online":[102],"Convex":[103],"Optimization":[104],"(OCO).":[105],"OCO":[106,164,200],"computationally":[109],"lightweight":[110],"memory-efficient":[112],"mathematical":[113],"tool":[114],"which":[115,144],"tackles":[116],"optimization":[118],"problems,":[119],"given":[120],"that":[121,187],"network":[123],"environment":[124],"arbitrary":[126],"unknown.":[128],"We":[129],"first":[130],"introduce":[131],"key":[133],"performance":[134,174],"indicators":[135],"highlight":[140],"uncertain":[142],"factors,":[143],"encounter":[147],"allocating":[149],"resources":[152],"IIoT.":[154],"Then":[155],"provide":[157],"an":[158],"overview":[159],"main":[161],"principles":[162],"present":[166],"comparison":[168],"benchmarks":[169],"related":[171],"metrics":[172],"evaluation.":[175],"Moreover,":[176],"discuss":[178],"kind":[180],"problems":[184],"can":[188],"be":[189],"tackled":[190],"by":[191],"OCO.":[192],"Finally,":[193],"summarize":[195],"advantages":[197],"applying":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}