{"id":"https://openalex.org/W4404953447","doi":"https://doi.org/10.1109/latincom62985.2024.10770687","title":"Integrating AI Orchestration and Lifecycle Management in 6G Networks: A Pipeline Approach","display_name":"Integrating AI Orchestration and Lifecycle Management in 6G Networks: A Pipeline Approach","publication_year":2024,"publication_date":"2024-11-06","ids":{"openalex":"https://openalex.org/W4404953447","doi":"https://doi.org/10.1109/latincom62985.2024.10770687"},"language":"en","primary_location":{"id":"doi:10.1109/latincom62985.2024.10770687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom62985.2024.10770687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.13938811","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002567482","display_name":"Julian M. Jimenez","orcid":"https://orcid.org/0000-0001-6388-5692"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Julian Jimenez","raw_affiliation_strings":["University of Antwerp - imec,IDLab - Department of Computer Science,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab - Department of Computer Science,Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003866722","display_name":"Andreas Gavrielides","orcid":"https://orcid.org/0000-0003-2111-4114"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Andreas Gavrielides","raw_affiliation_strings":["University of Antwerp - imec,IDLab - Faculty of Applied Engineering,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab - Faculty of Applied Engineering,Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088574348","display_name":"Nina Slamnik\u2013Krije\u0161torac","orcid":"https://orcid.org/0000-0003-1719-772X"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nina Slamnik-Krije\u0161torac","raw_affiliation_strings":["University of Antwerp - imec,IDLab - Faculty of Applied Engineering,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab - Faculty of Applied Engineering,Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049021976","display_name":"Steven Latr\u00e9","orcid":"https://orcid.org/0000-0003-0351-1714"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Steven Latr\u00e9","raw_affiliation_strings":["University of Antwerp - imec,IDLab - Department of Computer Science,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab - Department of Computer Science,Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013277995","display_name":"Johann M. M\u00e1rquez-Barja","orcid":"https://orcid.org/0000-0001-5660-3597"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johann M. Marquez-Barja","raw_affiliation_strings":["University of Antwerp - imec,IDLab - Faculty of Applied Engineering,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab - Faculty of Applied Engineering,Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072792091","display_name":"Miguel Camelo","orcid":"https://orcid.org/0000-0001-8152-7143"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Miguel Camelo","raw_affiliation_strings":["University of Antwerp - imec,IDLab - Department of Computer Science,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab - Department of Computer Science,Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002567482"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":null,"apc_paid":null,"fwci":0.7014,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75791829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.8490999937057495,"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":0.8490999937057495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.8975480794906616},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7253649234771729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6701667904853821},{"id":"https://openalex.org/keywords/application-lifecycle-management","display_name":"Application lifecycle management","score":0.5271085500717163},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3248797655105591},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18462663888931274},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09015706181526184}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.8975480794906616},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7253649234771729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701667904853821},{"id":"https://openalex.org/C30452754","wikidata":"https://www.wikidata.org/wiki/Q621590","display_name":"Application lifecycle management","level":3,"score":0.5271085500717163},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3248797655105591},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18462663888931274},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09015706181526184},{"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/latincom62985.2024.10770687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom62985.2024.10770687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"},{"id":"doi:10.5281/zenodo.13938811","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13938811","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.14079028","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14079028","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.5281/zenodo.13938811","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13938811","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2734503688","https://openalex.org/W2811462379","https://openalex.org/W2912386632","https://openalex.org/W2955169004","https://openalex.org/W3110989801","https://openalex.org/W3134317408","https://openalex.org/W3134779518","https://openalex.org/W3197940319","https://openalex.org/W3217757291","https://openalex.org/W4226244270","https://openalex.org/W4284968590","https://openalex.org/W4312550406","https://openalex.org/W4315777557","https://openalex.org/W4389104915","https://openalex.org/W4391528977","https://openalex.org/W4400811097","https://openalex.org/W4400811332","https://openalex.org/W4402306322","https://openalex.org/W6799058382"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W3024864846","https://openalex.org/W2526558142"],"abstract_inverted_index":{"On":[0],"the":[1,24,36,79,111,114,121],"threshold":[2],"of":[3,43,83,113,142],"a":[4,40],"new":[5],"technological":[6],"era,":[7],"Sixth":[8],"Generation":[9],"(6G)":[10],"networks":[11,33],"promise":[12],"to":[13,20,70],"revolutionize":[14],"global":[15],"connectivity,":[16],"bringing":[17],"mobile":[18],"communications":[19],"data":[21,127],"speeds":[22],"in":[23,120,140],"terabits":[25],"per":[26],"second":[27],"range":[28,42],"and":[29,46,54,63,81,94,130,137,144],"ultra-low":[30],"latency.":[31],"These":[32],"will":[34],"enhance":[35],"user":[37],"experience":[38],"enable":[39],"wide":[41],"advanced":[44],"applications":[45],"emerging":[47],"services.":[48],"Artificial":[49],"Intelligence":[50,60,65],"(AI)-powered":[51],"network":[52],"functions":[53],"services,":[55],"also":[56],"known":[57],"as":[58,126],"Network":[59,64],"Functions":[61],"(NIF)":[62],"Service":[66],"(NIS),":[67],"are":[68],"essential":[69],"achieve":[71],"this":[72,75],"vision.":[73],"In":[74],"study,":[76],"we":[77,96],"present":[78],"design":[80],"development":[82],"an":[84,101],"end-to-end":[85],"framework":[86],"for":[87],"orchestrating":[88],"AI-based":[89],"functions.":[90],"Utilizing":[91],"Kubernetes":[92],"(K8s)":[93],"Prefect,":[95],"showcase":[97],"its":[98],"implementation":[99],"through":[100],"AI-driven":[102],"Traffic":[103],"Classification":[104],"(TC)":[105],"use":[106],"case.":[107],"Our":[108],"results":[109],"confirm":[110],"feasibility":[112],"proposed":[115],"framework,":[116],"offering":[117],"valuable":[118],"insights":[119],"lifecycle":[122],"management":[123],"design,":[124],"such":[125],"collection,":[128],"decision-making,":[129],"critical":[131],"performance":[132,139],"metrics,":[133],"including":[134],"deployment":[135],"time":[136],"model":[138],"terms":[141],"accuracy":[143],"inference":[145],"times":[146],"among":[147],"three":[148],"different":[149],"Machine":[150],"Learning":[151],"(ML)-based":[152],"TC":[153],"models.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}