{"id":"https://openalex.org/W4415366861","doi":"https://doi.org/10.1109/mcom.001.2500258","title":"DMO-GPT: An Intent-Driven Framework for Distributed 6G Management and Orchestration","display_name":"DMO-GPT: An Intent-Driven Framework for Distributed 6G Management and Orchestration","publication_year":2025,"publication_date":"2025-10-20","ids":{"openalex":"https://openalex.org/W4415366861","doi":"https://doi.org/10.1109/mcom.001.2500258"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2500258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2500258","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Communications Magazine","raw_type":"journal-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/A5043489089","display_name":"Abdelkader Mekrache","orcid":"https://orcid.org/0000-0002-1290-8054"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdelkader Mekrache","raw_affiliation_strings":["EURECOM,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EURECOM,France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082396270","display_name":"Adlen Ksentini","orcid":"https://orcid.org/0000-0001-6857-2679"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adlen Ksentini","raw_affiliation_strings":["EURECOM,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EURECOM,France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016866376","display_name":"Christos Verikoukis","orcid":"https://orcid.org/0000-0001-8774-1052"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]},{"id":"https://openalex.org/I4210135709","display_name":"Industrial Systems Institute","ror":"https://ror.org/02sy6k521","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210135709"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Verikoukis","raw_affiliation_strings":["ISI/ATH, University of Patras,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISI/ATH, University of Patras,Greece","institution_ids":["https://openalex.org/I174878644","https://openalex.org/I4210135709"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31537371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"64","issue":"1","first_page":"48","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.792900025844574,"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":0.792900025844574,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.7534000277519226,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.7429999709129333,"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/standardization","display_name":"Standardization","score":0.6043000221252441},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5960999727249146},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.5038999915122986},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4724000096321106},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4101000130176544},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.3806000053882599},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.37770000100135803},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.33340001106262207},{"id":"https://openalex.org/keywords/network-service","display_name":"Network service","score":0.304500013589859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490999937057495},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6043000221252441},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5960999727249146},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5038999915122986},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4505000114440918},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4101000130176544},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.3806000053882599},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.37770000100135803},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33570000529289246},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.33340001106262207},{"id":"https://openalex.org/C2779618445","wikidata":"https://www.wikidata.org/wiki/Q1640628","display_name":"Network service","level":2,"score":0.304500013589859},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C2776174695","wikidata":"https://www.wikidata.org/wiki/Q5283162","display_name":"Distributed management","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C17886624","wikidata":"https://www.wikidata.org/wiki/Q1320561","display_name":"Key management","level":3,"score":0.27390000224113464},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26980000734329224},{"id":"https://openalex.org/C110994511","wikidata":"https://www.wikidata.org/wiki/Q661020","display_name":"Next-generation network","level":3,"score":0.26460000872612},{"id":"https://openalex.org/C129119673","wikidata":"https://www.wikidata.org/wiki/Q4418003","display_name":"Network element","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2549000084400177},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2524000108242035},{"id":"https://openalex.org/C165537544","wikidata":"https://www.wikidata.org/wiki/Q1327726","display_name":"Element management system","level":4,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.001.2500258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2500258","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:fr.eurecom:8399","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Communications Magazine, 20 October 2025","raw_type":"Journal"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3126686235","https://openalex.org/W4290996497","https://openalex.org/W4312980540","https://openalex.org/W4399785296","https://openalex.org/W4400072049","https://openalex.org/W4400490116","https://openalex.org/W4400490130","https://openalex.org/W4403753254","https://openalex.org/W4404035578"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,73,124,140,177,180,194],"increasing":[2],"demands":[3],"for":[4],"high":[5],"quality":[6],"of":[7,75,126,167,179,199],"service":[8],"(QoS)":[9],"in":[10,100],"6G":[11,39,86,190,200],"networks,":[12],"managing":[13,85],"these":[14,47],"complex":[15],"systems":[16],"requires":[17],"intelligent":[18],"Operations":[19],"Support":[20],"Systems":[21],"(OSSs).":[22],"Standardization":[23],"institutions":[24,48],"such":[25],"as":[26],"ETSI":[27],"and":[28,64,67,162,192,197],"3GPP":[29],"mandate":[30],"that":[31,106],"OSSs":[32,80,118,191],"enable":[33,113],"end-to-end,":[34],"cross-domain":[35],"management":[36],"across":[37,78,89,119,137],"all":[38],"components.":[40],"To":[41,95,122],"this":[42,96,101],"end,":[43,97],"ongoing":[44],"initiatives":[45],"within":[46],"are":[49],"actively":[50],"defining":[51],"API":[52,76,135],"frameworks":[53],"to":[54,112,186],"simplify":[55],"interactions":[56,116],"with":[57,117,146],"OSSs,":[58,139],"focusing":[59],"on":[60],"Intent-Based":[61],"Networking":[62],"(IBN)":[63],"Zero-touch":[65],"network":[66,201],"Service":[68],"Management":[69],"(ZSM)":[70],"APIs.":[71],"However,":[72],"diversity":[74],"standards":[77],"different":[79],"presents":[81],"significant":[82],"challenges":[83],"when":[84],"use":[87],"cases":[88],"multiple":[90,120,133],"Mobile":[91],"Network":[92],"Operators":[93],"(MNOs).":[94],"we":[98],"propose":[99],"article":[102],"a":[103,157],"novel":[104],"framework":[105,152],"leverages":[107],"Large":[108],"Language":[109],"Models":[110],"(LLMs)":[111],"natural":[114,159],"language-based":[115,160],"MNOs.":[121],"address":[123],"complexity":[125],"fulfilling":[127],"user":[128],"intents,":[129],"which":[130],"may":[131],"involve":[132],"low-level":[134],"calls":[136],"heterogeneous":[138],"proposed":[141,181],"solution":[142],"integrates":[143],"multi-agent":[144],"LLMs":[145],"an":[147,163],"hierarchical":[148],"planning":[149],"mechanism.":[150],"The":[151],"offers":[153],"two":[154],"key":[155],"advantages:":[156],"simple":[158],"interaction;":[161],"adaptive":[164],"system":[165],"capable":[166],"autonomously":[168],"accommodating":[169],"new":[170],"OSS":[171],"(API)":[172],"features.":[173],"Real-world":[174],"experiments":[175],"validate":[176],"efficacy":[178],"framework,":[182],"demonstrating":[183],"its":[184],"ability":[185],"efficiently":[187],"manage":[188],"diverse":[189],"enhance":[193],"accessibility,":[195],"interoperability,":[196],"automation":[198],"management.":[202]},"counts_by_year":[],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-21T00:00:00"}
