Poster: Multi-Agent LLM System for Cisco Router Configuration

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F26%3A0199182" target="_blank" >RIV/00216305:26230/26:0199182 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/11261600" target="_blank" >https://ieeexplore.ieee.org/document/11261600</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/NCA67271.2025.00055" target="_blank" >10.1109/NCA67271.2025.00055</a>

Result language
angličtina
Original language name
Poster: Multi-Agent LLM System for Cisco Router Configuration
Original language description
Every network device has a configuration file containing the current settings and operational functionality such as IP addresses, running routing processes, and filtering rules. When new functionality is requested, the network administrator updates the configuration file by adding new commands. This process can be automated using an LLM model that understands the configuration language and can generate the relevant configuration commands. This paper presents a multi-agent LLM system that generates network configurations. Our approach uses a sequence of LLM-based agents to decompose the original configuration task, expressed in natural language, into logical subtasks, which are then translated into configuration commands. The proposed LLM-based configuration generation process includes validation and suggests sanity tests to eliminate potential errors. We demonstrate our approach by generating Cisco IOS configuration files for multiple devices. We also propose a dataset of non-trivial reference configurations for evaluating generation accuracy.
Czech name
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Czech description
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Project
<a href="/en/project/FW10010014" target="_blank" >FW10010014: Novel AI-Driven Process Automation for Simplifying and Enhancing Telecommunication Processes</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2025 23rd International Symposium on Network Computing and Applications (NCA)
ISBN
979-8-3315-7842-8
ISSN
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e-ISSN
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Number of pages
2
Pages from-to
306-307
Publisher name
IEEE
Place of publication
Lisbon, Portugal
Event location
Lisboa, Portugal
Event date
Nov 5, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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