{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T09:51:05Z","timestamp":1782899465363,"version":"3.54.5"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:00:00Z","timestamp":1779580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:00:00Z","timestamp":1779580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,24]]},"DOI":"10.23919\/ifipnetworking70592.2026.11579155","type":"proceedings-article","created":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T21:15:34Z","timestamp":1782854134000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["AICOM: A Novel LLM-based Autonomous Configuration Management in Cloud-Native 5GC"],"prefix":"10.23919","author":[{"given":"Vitor Kussler","family":"Veronese","sequence":"first","affiliation":[{"name":"Orange Innovation,Ch&#x00E2;tillon,France,F-92320"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiyi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Universit&#x00E9; Paris-Saclay,UVSQ, DAVID,Versailles,France,F-78035"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jean-Fran\u00e7ois","family":"Maudoux","sequence":"additional","affiliation":[{"name":"Orange Innovation,Ch&#x00E2;tillon,France,F-92320"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ilhem","family":"Fajjari","sequence":"additional","affiliation":[{"name":"Orange Innovation,Ch&#x00E2;tillon,France,F-92320"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nadjib","family":"Aitsaadi","sequence":"additional","affiliation":[{"name":"Universit&#x00E9; Paris-Saclay,UVSQ, DAVID,Versailles,France,F-78035"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"The role of configuration management in 5G evolution"},{"key":"ref2","article-title":"3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on management of cloud-native Virtualized Network Functions (VNF) (Release 18)","year":"2023","journal-title":"3GPP, Tech. Rep. TR 28.834 V18.0.1 (2023-06)"},{"key":"ref3","article-title":"3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on cloud aspects of management and orchestration(Release 19)","year":"2025","journal-title":"3GPP, Tech. Rep. TR 28.869 V1.4.0 (2025-04)"},{"key":"ref4","article-title":"Network Functions Virtualisation (NFV) Release 5; Architectural Framework; VNF generic OAM functions and other PaaS Services specification","year":"2024","journal-title":"ETSI, Tech. Rep. ETSI GS NFV-IFA 049 V5.2.1 (2024-12)"},{"key":"ref5","article-title":"Autonomous Networks: Empowering Digital Transformation For The Telecoms Industry","author":"Boasman-Patel","year":"2019","journal-title":"TM Forum, Tech. Rep"},{"key":"ref6","article-title":"Network Functions Virtualisation (NFV) Release 5; Architectural framework; Report on VNF management gap analysis with open source projects","year":"2023","journal-title":"ETSI, Tech. Rep. ETSI GR NFV-IFA 051 V5.1.1 (2023-10)"},{"issue":"15","key":"ref7","article-title":"Architecture for Self-Evolution of 6G Core Network Based on Intelligent Decision Making","volume-title":"Electronics","volume":"12","author":"Lu","year":"2023"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/5GWF52925.2021.00077"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/6GSUMMIT49458.2020.9083808"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3063697"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1109\/MWC.2025.3601678","article-title":"Agile Orchestration at Will: An Entire Smart Service-Based Security Architecture Towards 6G","author":"Duan","year":"2025"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC60891.2024.10427717"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3420120"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3507801"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3422309"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1109\/MCOM.001.2500005","article-title":"Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach","author":"Xiao","year":"2025"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/NFV-SDN61811.2024.10807498"},{"key":"ref18","article-title":"Large Language Models for Zero Touch Network Configuration Management","author":"Lira","year":"2024"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IV64223.2024.00063"},{"key":"ref20","article-title":"AI Agent for Telecom Network Configuration Planning"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/FLLM67465.2025.11391007"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.32628\/IJSRSET2512107"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.32996\/jcsts.2025.7.4.113"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/electronics14091775"},{"key":"ref25","article-title":"Cloud-native Network Controller","volume-title":"Bachelor\u2019s Thesis","author":"Vanessa Gyger","year":"2024"},{"key":"ref26","article-title":"PreConfig: A Pretrained Model for Automating Network Configuration","author":"Li","year":"2024"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM62983.2024.10814407"},{"key":"ref28","article-title":"AI-Enhanced Infrastructure as Code (IaC) for Smart Configuration Management","author":"Gunawat","year":"2025"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM62983.2024.10814410"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ANTS63515.2024.10898244"},{"key":"ref31","first-page":"100570","article-title":"Managing Linux servers with LLM-based AI agents: An empirical evaluation with GPT4","volume-title":"Machine Learning with Applications","volume":"17","author":"Cao","year":"2024"},{"issue":"5","key":"ref32","first-page":"989","article-title":"Reliability over Unfettered Autonomy: Advocating for Deterministic Orchestration in Large Language Model Tool Integration","volume-title":"Journal of Computer Science and Technology Studies","volume":"7","author":"Junaid Syed","year":"2025"},{"key":"ref33","article-title":"Agent Workflow Memory","author":"Wang","year":"2024"},{"key":"ref34","article-title":"Inducing Programmatic Skills for Agentic Tasks","author":"Wang","year":"2025"},{"key":"ref35","article-title":"Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching","author":"Zhang","year":"2025"},{"key":"ref36","article-title":"Towards Cloud-Native Configuration Management in the 5G Core Network","author":"Veronese","year":"2026"},{"key":"ref37","article-title":"Open Source LLM Engineering Platform Traces, evals, prompt management and metrics to debug and improve your LLM application"},{"key":"ref38","article-title":"Retrieval-augmented generation for knowledge-intensive NLP tasks","volume-title":"CoRR","volume":"abs\/2005.11401","author":"Lewis","year":"2020"},{"key":"ref39","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2019"},{"key":"ref40","first-page":"12 697","article-title":"Calibrate before use: Improving few-shot performance of language models","volume-title":"Proceedings of the 38th International Conference on Machine Learning","volume":"139","author":"Zhao"},{"key":"ref41","article-title":"Think, Reflect, Create: Metacognitive Learning for Zero-Shot Robotic Planning with LLMs","author":"Lin","year":"2025"},{"key":"ref42","article-title":"Simulating Human-Like Learning Dynamics with LLM-Empowered Agents","author":"Yuan","year":"2025"},{"key":"ref43","article-title":"Empowering Large Language Model Agents through Action Learning","author":"Zhao","year":"2024"}],"event":{"name":"2026 IFIP Networking Conference (IFIP Networking)","location":"Lugano, Switzerland","start":{"date-parts":[[2026,5,24]]},"end":{"date-parts":[[2026,5,27]]}},"container-title":["2026 IFIP Networking Conference (IFIP Networking)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11578949\/11578438\/11579155.pdf?arnumber=11579155","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T09:34:55Z","timestamp":1782898495000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11579155\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,24]]},"references-count":43,"URL":"https:\/\/doi.org\/10.23919\/ifipnetworking70592.2026.11579155","relation":{},"subject":[],"published":{"date-parts":[[2026,5,24]]}}}