{"id":"https://openalex.org/W4401539326","doi":"https://doi.org/10.1109/infocomwkshps61880.2024.10620861","title":"5G RAN and Core Orchestration with ML-Driven QoS Profiling","display_name":"5G RAN and Core Orchestration with ML-Driven QoS Profiling","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4401539326","doi":"https://doi.org/10.1109/infocomwkshps61880.2024.10620861"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps61880.2024.10620861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps61880.2024.10620861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10773/41692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106490780","display_name":"Carlos Valente","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos Valente","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101765684","display_name":"Pedro Valente","orcid":"https://orcid.org/0000-0001-5619-0075"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Valente","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027601223","display_name":"Pedro Rito","orcid":"https://orcid.org/0000-0002-1151-9268"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Rito","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110474017","display_name":"Duarte Raposo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Duarte Raposo","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021551324","display_name":"Miguel Lu\u00eds","orcid":"https://orcid.org/0000-0003-3488-2462"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Lu\u00cds","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008921007","display_name":"Susana Sargento","orcid":"https://orcid.org/0000-0001-8761-8281"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana Sargento","raw_affiliation_strings":["Universidade de Aveiro,Departamento de Eletr&#x00F3;nica, Telecomunica&#x00E7;&#x00F5;es Inform&#x00E1;tica,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de Aveiro,Departamento de Eletr&#x00F3;nica, Telecomunica&#x00E7;&#x00F5;es Inform&#x00E1;tica,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I60858718"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7719,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8561848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.8810999989509583,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.8810999989509583,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10187","display_name":"Radio Frequency Integrated Circuit Design","score":0.8429999947547913,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.8029999732971191,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/profiling","display_name":"Profiling (computer programming)","score":0.7290402054786682},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7057980895042419},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6230754256248474},{"id":"https://openalex.org/keywords/ran","display_name":"Ran","score":0.6229878664016724},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4578835070133209},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32791393995285034},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13996684551239014}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7290402054786682},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7057980895042419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6230754256248474},{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.6229878664016724},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4578835070133209},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32791393995285034},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13996684551239014},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocomwkshps61880.2024.10620861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps61880.2024.10620861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:ria.ua.pt:10773/41692","is_oa":true,"landing_page_url":"http://hdl.handle.net/10773/41692","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"master thesis"}],"best_oa_location":{"id":"pmh:oai:ria.ua.pt:10773/41692","is_oa":true,"landing_page_url":"http://hdl.handle.net/10773/41692","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"master thesis"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3215827683","https://openalex.org/W4283215923","https://openalex.org/W4285243919","https://openalex.org/W4315630224","https://openalex.org/W4361760437","https://openalex.org/W4365790147","https://openalex.org/W4385485280","https://openalex.org/W4385489094","https://openalex.org/W4386250064","https://openalex.org/W4389104731"],"related_works":["https://openalex.org/W1766728438","https://openalex.org/W1668090144","https://openalex.org/W2504993638","https://openalex.org/W2083168956","https://openalex.org/W2980853820","https://openalex.org/W404373762","https://openalex.org/W79913212","https://openalex.org/W2186004379","https://openalex.org/W2107427363","https://openalex.org/W2132764178"],"abstract_inverted_index":{"5G":[0,80,111,133],"has":[1,33],"revolutionised":[2],"mobile":[3],"communication":[4],"networks;":[5],"however,":[6],"it":[7],"poses":[8],"significant":[9],"challenges":[10],"due":[11],"to":[12,83,102,130,137,152,175,191,198,216,224,231],"the":[13,20,52,60,73,79,95,100,108,119,127,132,177,202,205,213],"increased":[14],"number":[15],"of":[16,54,78,110,121,141,149,158,204],"connected":[17],"devices":[18],"and":[19,41,50,76,92,105,155,163,172,181,195,219,230],"escalating":[21],"data":[22,188],"demands":[23],"from":[24],"applications.":[25],"The":[26,210],"Open":[27],"Radio":[28],"Access":[29],"Network":[30,207],"(O-RAN)":[31],"architecture":[32],"emerged":[34],"as":[35,66],"a":[36,123,138,146],"solution,":[37],"characterised":[38],"by":[39],"open":[40],"standardised":[42],"interfaces":[43],"that":[44,71],"foster":[45],"interoperability":[46],"among":[47],"diverse":[48],"vendors":[49],"enable":[51],"implementation":[53],"innovative":[55],"solutions.":[56],"In":[57],"this":[58,84,116],"context,":[59],"RAN":[61,222],"Intelligent":[62],"Controller":[63],"(RIC)":[64],"emerges":[65],"an":[67,167],"intelligent":[68],"control":[69],"entity":[70],"empowers":[72],"efficient":[74],"management":[75,148,171],"optimisation":[77],"RAN.":[81],"Central":[82],"orchestration":[85],"are":[86],"xApps,":[87],"which":[88],"can":[89],"be":[90],"developed":[91],"executed":[93],"within":[94,126],"RIC.":[96],"These":[97],"applications":[98],"possess":[99],"potential":[101],"drive":[103],"innovation":[104],"substantially":[106],"enhance":[107],"operation":[109],"networks.":[112],"As":[113],"primary":[114],"objective,":[115],"paper":[117],"demonstrates":[118],"feasibility":[120],"employing":[122],"monitoring":[124],"xApp":[125],"Near-RT":[128],"RIC":[129],"support":[131],"core.":[134],"This":[135],"contributes":[136],"better":[139,147],"selection":[140],"user":[142,226],"profiles,":[143],"resulting":[144],"in":[145],"allocated":[150],"resources":[151,233],"each":[153],"user,":[154],"improved":[156],"Quality":[157],"Service":[159],"(QoS).":[160],"By":[161],"collecting":[162],"analysing":[164],"real-time":[165,221],"data,":[166,223],"Orchestrator":[168],"enables":[169],"proactive":[170],"informed":[173],"decision-making":[174],"optimise":[176],"Core":[178,206],"performance,":[179],"QoS,":[180],"resource":[182],"utilisation.":[183],"Specifically,":[184],"Machine":[185],"Learning":[186],"(ML)-processed":[187],"is":[189],"leveraged":[190],"select":[192],"QoS":[193],"profiles":[194],"assign":[196],"them":[197],"individual":[199],"users":[200],"with":[201],"assistance":[203],"(CN)":[208],"agent.":[209],"results":[211],"demonstrate":[212],"system's":[214],"capability":[215],"efficiently":[217],"collect":[218],"process":[220],"make":[225],"profile":[227],"category":[228],"predictions,":[229],"allocate":[232],"accordingly.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
