{"id":"https://openalex.org/W4323891819","doi":"https://doi.org/10.1109/tmc.2023.3254999","title":"Fair and Scalable Orchestration of Network and Compute Resources for Virtual Edge Services","display_name":"Fair and Scalable Orchestration of Network and Compute Resources for Virtual Edge Services","publication_year":2023,"publication_date":"2023-03-10","ids":{"openalex":"https://openalex.org/W4323891819","doi":"https://doi.org/10.1109/tmc.2023.3254999"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2023.3254999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3254999","pdf_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/10065522.pdf","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":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/10065522.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014904454","display_name":"Sharda Tripathi","orcid":"https://orcid.org/0000-0002-8473-4380"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sharda Tripathi","raw_affiliation_strings":["Birla Institute of Technology and Science Pilani, Pilani, Rajasthan, India"],"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology and Science Pilani, Pilani, Rajasthan, India","institution_ids":["https://openalex.org/I74796645"]}]},{"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":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Corrado Puligheddu","raw_affiliation_strings":["Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057617396","display_name":"Somreeta Pramanik","orcid":"https://orcid.org/0000-0003-4353-3264"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Somreeta Pramanik","raw_affiliation_strings":["Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073770360","display_name":"Andr\u00e9s Garc\u00eda\u2010Saavedra","orcid":"https://orcid.org/0000-0003-2005-2222"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andres Garcia-Saavedra","raw_affiliation_strings":["NEC Laboratories Europe GmbH, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe GmbH, Madrid, Spain","institution_ids":[]}]},{"author_position":"last","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":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carla Fabiana Chiasserini","raw_affiliation_strings":["Politecnico di Torino, Torino, Italy","IEIIT-CNR and with CNIT, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"IEIIT-CNR and with CNIT, Italy","institution_ids":["https://openalex.org/I4210100607","https://openalex.org/I4210130157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014904454"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":1.9117,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87801472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"3","first_page":"2202","last_page":"2218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9495000243186951,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9484000205993652,"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/computer-science","display_name":"Computer science","score":0.7825632095336914},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7680343985557556},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5717946290969849},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5216751098632812},{"id":"https://openalex.org/keywords/network-virtualization","display_name":"Network virtualization","score":0.4568804204463959},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44298356771469116},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4278479218482971},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4160001277923584},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3609352707862854},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.3097866475582123},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21977970004081726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21706122159957886},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21022427082061768},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16585680842399597},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.12475013732910156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7825632095336914},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7680343985557556},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5717946290969849},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5216751098632812},{"id":"https://openalex.org/C2779898492","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Network virtualization","level":4,"score":0.4568804204463959},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44298356771469116},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4278479218482971},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4160001277923584},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3609352707862854},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.3097866475582123},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21977970004081726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21706122159957886},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21022427082061768},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16585680842399597},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.12475013732910156},{"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/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2023.3254999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3254999","pdf_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/10065522.pdf","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:zenodo.org:7821774","is_oa":true,"landing_page_url":"https://zenodo.org/record/7821774","pdf_url":"https://zenodo.org/record/7821774","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tmc.2023.3254999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3254999","pdf_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/10065522.pdf","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3263313790","display_name":null,"funder_award_id":"101095890","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323891819.pdf","grobid_xml":"https://content.openalex.org/works/W4323891819.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W2050152106","https://openalex.org/W2144366468","https://openalex.org/W2167407752","https://openalex.org/W2287724167","https://openalex.org/W2768629321","https://openalex.org/W2783558323","https://openalex.org/W2790412025","https://openalex.org/W2791444538","https://openalex.org/W2820485130","https://openalex.org/W2890483234","https://openalex.org/W2896356700","https://openalex.org/W2913871603","https://openalex.org/W2918334020","https://openalex.org/W2918335825","https://openalex.org/W2922752717","https://openalex.org/W2955981426","https://openalex.org/W2962797279","https://openalex.org/W2969195240","https://openalex.org/W2983454203","https://openalex.org/W2994663966","https://openalex.org/W3014072030","https://openalex.org/W3022369195","https://openalex.org/W3028102177","https://openalex.org/W3047040155","https://openalex.org/W3047392327","https://openalex.org/W3102812201","https://openalex.org/W3111924881","https://openalex.org/W3131852646","https://openalex.org/W3154037811","https://openalex.org/W3188282212","https://openalex.org/W3201454015","https://openalex.org/W3201976554","https://openalex.org/W3203918025","https://openalex.org/W3207047766","https://openalex.org/W3209248953","https://openalex.org/W3211570189","https://openalex.org/W3217197701","https://openalex.org/W4212912854","https://openalex.org/W4214717370","https://openalex.org/W4236540370","https://openalex.org/W4283208769","https://openalex.org/W4290996327","https://openalex.org/W4301501993","https://openalex.org/W4312336539","https://openalex.org/W4312864044","https://openalex.org/W6728155968"],"related_works":["https://openalex.org/W2393741509","https://openalex.org/W2461440407","https://openalex.org/W2317094215","https://openalex.org/W112648010","https://openalex.org/W2947277503","https://openalex.org/W2038957884","https://openalex.org/W206565998","https://openalex.org/W2122873612","https://openalex.org/W2802062002","https://openalex.org/W4249955145"],"abstract_inverted_index":{"The":[0],"combination":[1],"of":[2,169],"service":[3],"virtualization":[4],"and":[5,17,40,55,75,93,124,149,173],"edge":[6],"computing":[7],"allows":[8],"for":[9,110,121,163],"low":[10],"latency":[11],"services,":[12],"while":[13],"keeping":[14],"data":[15,63],"storage":[16],"processing":[18],"local.":[19],"However,":[20],"given":[21],"the":[22,27,48,62,66,73,87,99,114,160,170],"limited":[23],"resources":[24],"available":[25],"at":[26,113],"edge,":[28,115],"a":[29,90,94,105,118,134,198],"conflict":[30],"in":[31,178],"resource":[32,50,111],"usage":[33],"arises":[34],"when":[35,176],"both":[36],"virtualized":[37],"user":[38,53],"applications":[39,54],"network":[41,56],"functions":[42,57],"need":[43],"to":[44,69,98,142],"be":[45,70],"supported.":[46],"Further,":[47,187],"concurrent":[49],"request":[51],"by":[52,65,72],"is":[58,191],"often":[59],"entangled,":[60],"since":[61],"generated":[64],"former":[67],"has":[68],"transferred":[71],"latter,":[74],"vice":[76],"versa.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81,103,139,155],"first":[82],"show":[83],"through":[84,133],"experimental":[85,153],"tests":[86],"correlation":[88],"between":[89],"video-based":[91],"application":[92],"vRAN.":[95],"Then,":[96],"owing":[97],"complex":[100],"involved":[101],"dynamics,":[102],"develop":[104],"scalable":[106],"reinforcement":[107],"learning":[108],"framework":[109,200],"orchestration":[112],"which":[116,138],"leverages":[117],"Pareto":[119],"analysis":[120],"provable":[122],"fair":[123],"efficient":[125],"decisions.":[126],"We":[127],"validate":[128],"our":[129,179],"framework,":[130],"named":[131],"VERA,":[132],"real-time":[135,180],"proof-of-concept":[136],"implementation,":[137,181],"also":[140],"use":[141],"obtain":[143],"datasets":[144],"reporting":[145],"real-world":[146],"operational":[147],"conditions":[148],"performance.":[150],"Using":[151],"such":[152],"datasets,":[154],"demonstrate":[156],"that":[157],"VERA":[158],"meets":[159],"KPI":[161,183],"targets":[162],"over":[164],"<inline-formula":[165,192],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[166,193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[167,194],"notation=\"LaTeX\">$96\\%$</tex-math></inline-formula>":[168],"observation":[171],"period":[172],"performs":[174],"similarly":[175],"executed":[177],"with":[182],"differences":[184],"below":[185],"12.4%.":[186],"its":[188],"scaling":[189],"cost":[190],"notation=\"LaTeX\">$54\\%$</tex-math></inline-formula>":[195],"lower":[196],"than":[197],"centralized":[199],"based":[201],"on":[202],"deep-Q":[203],"networks.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
