{"id":"https://openalex.org/W3154606000","doi":"https://doi.org/10.1109/infocomwkshps51825.2021.9484610","title":"Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service","display_name":"Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service","publication_year":2021,"publication_date":"2021-05-10","ids":{"openalex":"https://openalex.org/W3154606000","doi":"https://doi.org/10.1109/infocomwkshps51825.2021.9484610","mag":"3154606000"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps51825.2021.9484610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps51825.2021.9484610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5011710539","display_name":"Jorge Baranda","orcid":"https://orcid.org/0000-0002-7764-5662"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. Baranda","raw_affiliation_strings":["Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain"],"affiliations":[{"raw_affiliation_string":"Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain","institution_ids":["https://openalex.org/I4210087295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041598687","display_name":"Josep Mangues\u2010Bafalluy","orcid":"https://orcid.org/0000-0003-4960-9434"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Mangues-Bafalluy","raw_affiliation_strings":["Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain"],"affiliations":[{"raw_affiliation_string":"Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain","institution_ids":["https://openalex.org/I4210087295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047991903","display_name":"Engin Zeydan","orcid":"https://orcid.org/0000-0003-3329-0588"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Zeydan","raw_affiliation_strings":["Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain"],"affiliations":[{"raw_affiliation_string":"Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain","institution_ids":["https://openalex.org/I4210087295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023714356","display_name":"Claudio Casetti","orcid":"https://orcid.org/0000-0002-9507-8526"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. Casetti","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021780258","display_name":"Carla Fabiana Chiasserini","orcid":"https://orcid.org/0000-0003-1410-660X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. F. Chiasserini","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020609773","display_name":"Marco Malinverno","orcid":"https://orcid.org/0000-0001-8292-1310"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Malinverno","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013106264","display_name":"Corrado Puligheddu","orcid":"https://orcid.org/0000-0001-9961-0412"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. Puligheddu","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042821788","display_name":"Milan Groshev","orcid":"https://orcid.org/0000-0002-8035-7389"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Groshev","raw_affiliation_strings":["Universidad Carlos III of Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III of Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007176752","display_name":"Carlos Guimar\u00e3es","orcid":"https://orcid.org/0000-0001-7867-3721"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Guimaraes","raw_affiliation_strings":["Universidad Carlos III of Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III of Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056696638","display_name":"Konstantin Tomakh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Tomakh","raw_affiliation_strings":["Mirantis, Ukraine"],"affiliations":[{"raw_affiliation_string":"Mirantis, Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027675011","display_name":"D. Kucherenko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D. Kucherenko","raw_affiliation_strings":["Mirantis, Ukraine"],"affiliations":[{"raw_affiliation_string":"Mirantis, Ukraine","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075211596","display_name":"O. Kolodiazhnyi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"O. Kolodiazhnyi","raw_affiliation_strings":["Mirantis, Ukraine"],"affiliations":[{"raw_affiliation_string":"Mirantis, Ukraine","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5011710539"],"corresponding_institution_ids":["https://openalex.org/I4210087295"],"apc_list":null,"apc_paid":null,"fwci":1.6582,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85958644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12594","display_name":"Collaboration in agile enterprises","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9778000116348267,"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":0.819011926651001},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6505494117736816},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5607220530509949},{"id":"https://openalex.org/keywords/service-level-agreement","display_name":"Service-level agreement","score":0.5320307612419128},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.515924334526062},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.4739377796649933},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.44720354676246643},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.41437065601348877},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38915836811065674},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.33522501587867737},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3282620906829834},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3270455002784729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.819011926651001},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6505494117736816},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5607220530509949},{"id":"https://openalex.org/C2778160497","wikidata":"https://www.wikidata.org/wiki/Q869830","display_name":"Service-level agreement","level":3,"score":0.5320307612419128},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.515924334526062},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.4739377796649933},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.44720354676246643},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.41437065601348877},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38915836811065674},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.33522501587867737},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3282620906829834},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3270455002784729},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocomwkshps51825.2021.9484610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps51825.2021.9484610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:e-archivo.uc3m.es:10016/33710","is_oa":false,"landing_page_url":"http://hdl.handle.net/10016/33710","pdf_url":null,"source":{"id":"https://openalex.org/S4306400817","display_name":"e-Archivo (Carlos III University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I50357001","host_organization_name":"Universidad Carlos III de Madrid","host_organization_lineage":["https://openalex.org/I50357001"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3047647065","https://openalex.org/W3087902378","https://openalex.org/W3114090985","https://openalex.org/W3134981453","https://openalex.org/W6787271085","https://openalex.org/W6791918587"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2378767206","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W1540871478","https://openalex.org/W2618592742","https://openalex.org/W98143440"],"abstract_inverted_index":{"This":[0],"demonstration":[1],"presents":[2],"an":[3],"AI/ML":[4,50,63],"platform":[5,64],"that":[6,52,86],"is":[7,105,107],"offered":[8],"as":[9],"a":[10,36,108],"service":[11,71],"(AIMLaaS)":[12],"and":[13,18,55,91,114],"integrated":[14],"in":[15,23,42],"the":[16,24,28,58,62,70,79,94,130,137],"management":[17,39],"orchestration":[19],"(MANO)":[20],"workflow":[21],"defined":[22],"project":[25],"5Growth":[26],"following":[27],"recommendations":[29],"of":[30],"various":[31],"standardization":[32],"organizations.":[33],"In":[34],"such":[35],"system,":[37],"SLA":[38],"decisions":[40],"(scaling,":[41],"this":[43],"demo)":[44],"are":[45,53,81,88],"taken":[46],"at":[47,65],"runtime":[48],"by":[49,57],"models":[51],"requested":[54],"downloaded":[56],"MANO":[59],"stack":[60],"from":[61],"instantiation":[66],"time,":[67],"according":[68],"to":[69,75,102,124,135],"definition.":[72],"Relevant":[73],"metrics":[74],"be":[76],"injected":[77],"into":[78],"model":[80],"also":[82],"automatically":[83],"configured":[84],"so":[85],"they":[87],"collected,":[89],"ingested,":[90],"consumed":[92],"along":[93],"deployed":[95],"data":[96],"engineering":[97],"pipeline.":[98],"The":[99],"use":[100],"case":[101],"which":[103],"it":[104],"applied":[106],"digital":[109],"twin":[110],"service,":[111],"whose":[112],"control":[113],"motion":[115],"planning":[116],"function":[117],"has":[118],"stringent":[119],"latency":[120],"constraints":[121],"(directly":[122],"linked":[123],"its":[125],"CPU":[126],"consumption),":[127],"eventually":[128],"determining":[129],"need":[131],"for":[132],"scaling":[133],"out/in":[134],"fulfill":[136],"SLA.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}