{"id":"https://openalex.org/W3122487705","doi":"https://doi.org/10.1109/lcn48667.2020.9314857","title":"Deep Learning based User Slice Allocation in 5G Radio Access Networks","display_name":"Deep Learning based User Slice Allocation in 5G Radio Access Networks","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3122487705","doi":"https://doi.org/10.1109/lcn48667.2020.9314857","mag":"3122487705"},"language":"en","primary_location":{"id":"doi:10.1109/lcn48667.2020.9314857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn48667.2020.9314857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 45th Conference on Local Computer Networks (LCN)","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/A5070950778","display_name":"Salma Matoussi","orcid":"https://orcid.org/0000-0002-3454-348X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Salma Matoussi","raw_affiliation_strings":["University Gustave Eiffel, LIGM-CNRS UMR 8049, Marne-la-Vallee, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Gustave Eiffel, LIGM-CNRS UMR 8049, Marne-la-Vallee, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074632043","display_name":"Ilhem Fajjari","orcid":"https://orcid.org/0000-0002-4210-2051"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ilhem Fajjari","raw_affiliation_strings":["Orange-Labs, Chatillon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange-Labs, Chatillon, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072015888","display_name":"Nadjib Aitsaadi","orcid":"https://orcid.org/0009-0007-8538-8380"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nadjib Aitsaadi","raw_affiliation_strings":["UVSQ, DAVID, Universites Paris-Saclay, Versailles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UVSQ, DAVID, Universites Paris-Saclay, Versailles, France","institution_ids":["https://openalex.org/I195731000","https://openalex.org/I277688954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014570675","display_name":"Rami Langar","orcid":"https://orcid.org/0000-0002-4674-6700"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rami Langar","raw_affiliation_strings":["University Gustave Eiffel, LIGM-CNRS UMR 8049, Marne-la-Vallee, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Gustave Eiffel, LIGM-CNRS UMR 8049, Marne-la-Vallee, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5128,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.94202748,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9890000224113464,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9864000082015991,"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/radio-access-network","display_name":"Radio access network","score":0.8154972791671753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8011331558227539},{"id":"https://openalex.org/keywords/c-ran","display_name":"C-RAN","score":0.7375859022140503},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.6455780267715454},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6280713081359863},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6162838339805603},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5103139281272888},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.5068417191505432},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.47219809889793396},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.4381570816040039},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.42936769127845764},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38180577754974365},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.32380133867263794},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.31404417753219604},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.2802821099758148},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19899192452430725},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1090678870677948},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07421967387199402}],"concepts":[{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.8154972791671753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011331558227539},{"id":"https://openalex.org/C2779765720","wikidata":"https://www.wikidata.org/wiki/Q5005908","display_name":"C-RAN","level":5,"score":0.7375859022140503},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.6455780267715454},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6280713081359863},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6162838339805603},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5103139281272888},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.5068417191505432},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.47219809889793396},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.4381570816040039},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.42936769127845764},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38180577754974365},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.32380133867263794},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.31404417753219604},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.2802821099758148},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19899192452430725},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1090678870677948},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07421967387199402},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcn48667.2020.9314857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn48667.2020.9314857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 45th Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:24240","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/24240/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W603729728","https://openalex.org/W1522301498","https://openalex.org/W2091929866","https://openalex.org/W2132646499","https://openalex.org/W2168915486","https://openalex.org/W2489432659","https://openalex.org/W2557944756","https://openalex.org/W2607083125","https://openalex.org/W2727634334","https://openalex.org/W2731835157","https://openalex.org/W2782822180","https://openalex.org/W2808617274","https://openalex.org/W2810125946","https://openalex.org/W2891274509","https://openalex.org/W2918486174","https://openalex.org/W2941971445","https://openalex.org/W2944228462","https://openalex.org/W2948254043","https://openalex.org/W2964044673","https://openalex.org/W2964121744","https://openalex.org/W2973586579","https://openalex.org/W2986807517","https://openalex.org/W3010032444","https://openalex.org/W3033837098","https://openalex.org/W3036888413","https://openalex.org/W3105347387","https://openalex.org/W4249629314","https://openalex.org/W4285719527","https://openalex.org/W6618419364","https://openalex.org/W6631190155","https://openalex.org/W6736804779"],"related_works":["https://openalex.org/W2592537445","https://openalex.org/W2117039245","https://openalex.org/W2497039592","https://openalex.org/W4287262510","https://openalex.org/W2786634913","https://openalex.org/W2971311246","https://openalex.org/W4248981987","https://openalex.org/W3017571569","https://openalex.org/W3171322295","https://openalex.org/W4388951072"],"abstract_inverted_index":{"Network":[0,25],"slicing":[1,70],"is":[2,28],"proposed":[3],"as":[4,30],"a":[5,16,22,101],"new":[6,72],"paradigm":[7],"to":[8,37,40,75,118],"serve":[9],"the":[10,31,76,89,121,146],"plethora":[11],"of":[12,33,47,66,79,93,123,140],"5G":[13,94],"services":[14],"on":[15],"shared":[17],"infrastructure.":[18],"Within":[19],"this":[20,99],"context,":[21],"Radio":[23],"Access":[24],"(RAN)":[26],"slice":[27],"considered":[29],"proportion":[32],"physical":[34],"spectrum":[35],"resources":[36,125],"be":[38],"served":[39],"third":[41],"parties.":[42],"Interestingly,":[43],"3GPP":[44],"standardized":[45],"options":[46],"RAN":[48,69,109],"processing":[49],"dis-aggregation":[50],"into":[51],"network":[52],"functions":[53],"while":[54,144],"enabling":[55],"their":[56],"placement":[57],"whether":[58],"in":[59,98,116,138],"distributed":[60],"or":[61],"centralized":[62],"locations.":[63],"The":[64],"adoption":[65],"an":[67],"end-to-end":[68,108],"raises":[71],"challenges":[73],"related":[74],"allocation":[77],"efficiency":[78],"joint":[80],"radio,":[81],"link":[82],"and":[83,126,142],"computational":[84],"resources.":[85],"To":[86],"deal":[87],"with":[88],"stringent":[90],"latency":[91],"requirements":[92,137],"services,":[95],"we":[96],"propose,":[97],"paper,":[100],"Deep":[102],"Learning":[103],"based":[104],"approach":[105],"for":[106,129],"User-centric":[107],"Slice":[110],"Allocation":[111],"scheme.":[112],"It":[113],"can":[114],"decide":[115],"real-time,":[117],"jointly":[119],"allocate":[120],"amount":[122],"radio":[124],"functional":[127],"split":[128],"each":[130],"end-":[131],"user.":[132],"Our":[133],"proposal":[134],"satisfies":[135],"end-user's":[136],"terms":[139],"throughput":[141],"latency,":[143],"minimizing":[145],"infrastructure":[147],"deployment":[148],"cost.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
