{"id":"https://openalex.org/W4414405517","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162489","title":"Network Function Orchestration with LLM based Multi-Agent System","display_name":"Network Function Orchestration with LLM based Multi-Agent System","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414405517","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162489"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops67674.2025.11162489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5119695160","display_name":"Johny Gemayel","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Johny Gemayel","raw_affiliation_strings":["Ericsson,System Comprehension Lab,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson,System Comprehension Lab,France","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119695161","display_name":"Ali Mokh","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ali Mokh","raw_affiliation_strings":["Ericsson,System Comprehension Lab,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson,System Comprehension Lab,France","institution_ids":["https://openalex.org/I1306339040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1306339040"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28920585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.8208000063896179,"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/T12127","display_name":"Software System Performance and Reliability","score":0.8208000063896179,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.7983999848365784,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7373999953269958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/function","display_name":"Function (biology)","score":0.6850000023841858},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6638000011444092},{"id":"https://openalex.org/keywords/router","display_name":"Router","score":0.5304999947547913},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4846999943256378},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.40529999136924744},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.3749000132083893},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.34599998593330383},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.2903999984264374}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919000148773193},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.6850000023841858},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6638000011444092},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.5304999947547913},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4846999943256378},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4230000078678131},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.40529999136924744},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3709999918937683},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36890000104904175},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.34599998593330383},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32030001282691956},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.28450000286102295},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.2728999853134155},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.26669999957084656},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.26460000872612},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.25529998540878296},{"id":"https://openalex.org/C2779606945","wikidata":"https://www.wikidata.org/wiki/Q5145847","display_name":"Collaborative network","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2531000077724457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops67674.2025.11162489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","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":8,"referenced_works":["https://openalex.org/W3038272788","https://openalex.org/W4225747846","https://openalex.org/W4385571271","https://openalex.org/W4392669704","https://openalex.org/W4399120190","https://openalex.org/W4400072049","https://openalex.org/W4410227886","https://openalex.org/W4413180049"],"related_works":[],"abstract_inverted_index":{"Large":[0],"Language":[1,11],"Models":[2],"(LLMs)":[3],"have":[4],"significantly":[5],"advanced":[6],"the":[7,49,74,102,108,129],"field":[8],"of":[9,52,63,112],"Natural":[10],"Processing":[12],"(NLP),":[13],"enabling":[14],"breakthroughs":[15],"in":[16,32,114,128],"contextual":[17],"understanding,":[18],"language":[19],"generation,":[20],"and":[21,34,92,97,110,117],"reasoning.":[22],"LLMs":[23,53,113],"possess":[24],"an":[25,78],"intrinsic":[26],"ability":[27],"to":[28,69,73,81,100,121,124],"act":[29],"as":[30],"orchestrators":[31],"dynamic":[33,44],"multifaceted":[35],"environments.":[36],"This":[37],"work":[38],"introduces":[39],"a":[40,61,66,86,93],"novel":[41],"framework":[42,59],"for":[43],"function":[45],"orchestration":[46],"that":[47,95],"leverages":[48],"reasoning":[50],"capabilities":[51],"through":[54],"Chain-of-Thought":[55],"(CoT).":[56],"The":[57],"proposed":[58],"comprises":[60],"sequence":[62],"three":[64],"agents:":[65],"Semantic":[67],"Router":[68],"direct":[70],"user":[71],"requests":[72],"corresponding":[75],"administrative":[76],"domain,":[77],"Intent":[79],"Translator":[80],"generate":[82],"strategic":[83,103],"plans":[84],"utilizing":[85],"knowledge":[87],"base":[88],"containing":[89],"3GPP":[90],"specifications,":[91],"Resolver":[94],"selects":[96],"executes":[98],"functions":[99],"fulfill":[101],"plan.":[104],"We":[105],"systematically":[106],"analyze":[107],"strengths":[109],"limitations":[111],"collaborative":[115],"orchestration,":[116],"demonstrate":[118],"their":[119],"capability":[120],"dynamically":[122],"adapt":[123],"complex":[125],"decision-making":[126],"scenarios":[127],"Telecom":[130],"domain.":[131]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}