Current - Issue
Year 2026 · Volume 6 · Issue 4
Review Article
LLM Powered Network Configuration Assistant
Dr Nuthan A C1
Shruthi V2
Tejash Kumar N3
1 2 3 Department of Electronics and Communication Engineering, G Madegowda Institute of Technology Bharathinagara, Karnataka, India.
Published Online: July-August 2026
Pages: 109-112
Cite this article
No DOIReferences
1. N. Tu, S. Nam, and J. W.-K. Hong, “Intent-Based Network Configuration Using Large Language Models,” International Journal of Network
Management, 2025.
2. S. Chakraborty, N. Chitta, and R. Sundaresan, “Automation of Network Configuration Generation Using Large Language Models,”
ResearchGate Preprint, 2024.
3. C. Wang et al., “NetConfEval: Can LLMs Facilitate Network Configuration?” IEEE Conference on Network Management, 2024.
4. O. G. Lira, M. Caicedo, and N. L. S. da Fonseca, “Large Language Models for Zero- Touch Network Configuration Management,”
IEEE Communications Magazine, 2024.
5. F. Li, H. Lang, J. Zhang, J. Shen, and X. Wang, “PreConfig: A Pretrained Model for Automating Network Configuration,” arXiv
preprint arXiv:2403.09369, 2024.
6. S. K. Mani et al., “Enhancing Network Management Using Code Generated by Large Language Models,” arXiv preprint arXiv:2308.06261,
2023.
7. A.Abane, A. Battou, and M. Merzouki, “An Adaptable AI Assistant for Network Management,” NIST Publication, 2024.
8. B. Ifland et al., “GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration,” IEEE Networking Conference,
2024.
9. K. Aykurt, A. Blenk, and W. Kellerer, “NETLLMBENCH: A Benchmark Framework for Large Language Models in Network Configuration
Tasks,” IEEE Transactions on Network and Service Management, 2024.
10. F. Liu, B. Farkiani, and P. Crowley, “Large Language Models for Computer Networking Operations and Management: A Survey on
Applications, Key Techniques, and Opportunities,” Computer Networks Journal, 2025.
11. I. Protogeros, R. Asadli, B. Hoffman, and L. Vanbever, “Benchmarking LLM-Driven Network Configuration Repair,” arXiv preprint, 2026.
12. “Survey on LLM-Based Agents for Network Operations and AIOps,” Journal of AI in Networking Systems, 2026.
Management, 2025.
2. S. Chakraborty, N. Chitta, and R. Sundaresan, “Automation of Network Configuration Generation Using Large Language Models,”
ResearchGate Preprint, 2024.
3. C. Wang et al., “NetConfEval: Can LLMs Facilitate Network Configuration?” IEEE Conference on Network Management, 2024.
4. O. G. Lira, M. Caicedo, and N. L. S. da Fonseca, “Large Language Models for Zero- Touch Network Configuration Management,”
IEEE Communications Magazine, 2024.
5. F. Li, H. Lang, J. Zhang, J. Shen, and X. Wang, “PreConfig: A Pretrained Model for Automating Network Configuration,” arXiv
preprint arXiv:2403.09369, 2024.
6. S. K. Mani et al., “Enhancing Network Management Using Code Generated by Large Language Models,” arXiv preprint arXiv:2308.06261,
2023.
7. A.Abane, A. Battou, and M. Merzouki, “An Adaptable AI Assistant for Network Management,” NIST Publication, 2024.
8. B. Ifland et al., “GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration,” IEEE Networking Conference,
2024.
9. K. Aykurt, A. Blenk, and W. Kellerer, “NETLLMBENCH: A Benchmark Framework for Large Language Models in Network Configuration
Tasks,” IEEE Transactions on Network and Service Management, 2024.
10. F. Liu, B. Farkiani, and P. Crowley, “Large Language Models for Computer Networking Operations and Management: A Survey on
Applications, Key Techniques, and Opportunities,” Computer Networks Journal, 2025.
11. I. Protogeros, R. Asadli, B. Hoffman, and L. Vanbever, “Benchmarking LLM-Driven Network Configuration Repair,” arXiv preprint, 2026.
12. “Survey on LLM-Based Agents for Network Operations and AIOps,” Journal of AI in Networking Systems, 2026.
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