{"id":"https://openalex.org/W4417282806","doi":"https://doi.org/10.1109/pimrc62392.2025.11275460","title":"Intent Based Networking for Service Management &amp; Orchestration of 5G Networks","display_name":"Intent Based Networking for Service Management &amp; Orchestration of 5G Networks","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4417282806","doi":"https://doi.org/10.1109/pimrc62392.2025.11275460"},"language":null,"primary_location":{"id":"doi:10.1109/pimrc62392.2025.11275460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc62392.2025.11275460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-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/A5120787510","display_name":"Veton Rushiti","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Veton Rushiti","raw_affiliation_strings":["Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120787511","display_name":"Bharani Jayakumar","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bharani Jayakumar","raw_affiliation_strings":["Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036741796","display_name":"Zubair Shaik","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zubair Shaik","raw_affiliation_strings":["Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067157934","display_name":"Andreas Mitschele\u2010Thiel","orcid":"https://orcid.org/0000-0002-7956-5228"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Mitschele-Thiel","raw_affiliation_strings":["Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Ilmenau University of Technology,Integrated Communications Systems Group,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112433427","display_name":"Sriram Parameswaran","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sriram Parameswaran","raw_affiliation_strings":["AiVader GmbH,Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"AiVader GmbH,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5120787510"],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48033979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9430999755859375,"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":0.9430999755859375,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.008799999952316284,"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/T11478","display_name":"Caching and Content Delivery","score":0.005499999970197678,"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":[],"concepts":[],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc62392.2025.11275460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc62392.2025.11275460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2763542410","https://openalex.org/W2807731816","https://openalex.org/W2997290241","https://openalex.org/W3010109240","https://openalex.org/W3172174732","https://openalex.org/W4317796310"],"related_works":[],"abstract_inverted_index":{"The":[0],"growing":[1],"complexity":[2],"of":[3,59,97,104,121],"5G/6G":[4,91],"networks\u2014including":[5],"RAN,":[6],"Core,":[7],"and":[8,28,100,110,125,130],"cloud-native":[9],"elements\u2014necessitates":[10],"a":[11,90],"shift":[12],"from":[13],"static":[14],"operations":[15],"to":[16,54],"intelligent,":[17],"adaptive":[18],"management.":[19],"Traditional":[20],"SMO":[21,92],"systems":[22],"are":[23],"limited":[24],"by":[25,73],"rigid":[26],"interfaces":[27],"fixed":[29],"monitoring":[30,96],"views,":[31],"increasing":[32],"operational":[33],"risk.":[34],"This":[35],"paper":[36],"proposes":[37],"an":[38],"Intent-Based":[39],"Networking":[40],"(IBN)":[41],"approach":[42],"that":[43],"leverages":[44],"Large":[45],"Language":[46],"Models":[47],"(LLMs)":[48],"together":[49],"with":[50],"Retrieval-Augmented":[51],"Generation":[52],"(RAG)":[53],"enable":[55],"high-level,":[56],"intent-driven":[57],"control":[58],"network":[60,79,105],"functions.":[61],"Since":[62],"LLMs":[63],"can":[64],"produce":[65],"hallucinated":[66],"or":[67],"inaccurate":[68],"responses,":[69],"RAG":[70],"addresses":[71],"this":[72],"grounding":[74],"the":[75,148],"output":[76],"in":[77,139],"real-time":[78],"data,":[80],"significantly":[81],"improving":[82],"reliability.":[83],"We":[84],"demonstrate":[85],"two":[86],"key":[87],"applications":[88],"within":[89],"framework:":[93],"(1)":[94],"conversational":[95],"RAN/Core":[98],"KPIs":[99],"(2)":[101],"dynamic":[102],"orchestration":[103],"functions":[106],"like":[107],"UPFs":[108],"(Core)":[109],"RICs":[111],"(RAN).":[112],"A":[113],"third":[114],"area\u2014(3)":[115],"optimization":[116],"through":[117],"AI-driven":[118],"xApps/rApps\u2014is":[119],"part":[120],"our":[122,140],"ongoing":[123],"work":[124],"will":[126],"further":[127],"support":[128],"performance":[129],"energy":[131],"efficiency":[132],"goals.":[133],"Experiments":[134],"show":[135],"\u224890%":[136],"response":[137],"accuracy":[138],"Intelligent":[141],"Network":[142],"Management":[143],"(INM)":[144],"use":[145],"case,":[146],"highlighting":[147],"potential":[149],"for":[150],"autonomous,":[151],"zero-touch":[152],"operations.":[153]},"counts_by_year":[],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-12-12T00:00:00"}
