Demonstration of Automation of Network Configuration Generation using Generative AI

A network service provider (SP) often requires months of planning and testing to launch a new service in the form of a tariff plan. This is because SPs traditionally used operation support systems and business support systems which are large multi-vendor systems with custom implementations that are not easily amenable to launching new digital services such as internet, voice, SMS, IoT. In another detailed work, we have highlighted the challenges and proposed a faster approach to provisioning such services on the network. The method used a deep neural network framework and a large language model to automate the generation of network configurations. In this submission, we propose to demonstrate our solution framework.

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Publication Details

Published
2024-10-28
DOI
https://doi.org/10.23919/cnsm62983.2024.10814437
Primary Topic
Graph Theory and Algorithms
Type
article
Field-Weighted Citation Impact
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article

Demonstration of Automation of Network Configuration Generation using Generative AI

S. Chakraborty, Rajesh Sundaresan, Nithin Chitta
Graph Theory and Algorithms
article

Demonstration of Automation of Network Configuration Generation using Generative AI

S. Chakraborty, Rajesh Sundaresan, Nithin Chitta
article en

Abstract

A network service provider (SP) often requires months of planning and testing to launch a new service in the form of a tariff plan. This is because SPs traditionally used operation support systems and business support systems which are large multi-vendor systems with custom implementations that are not easily amenable to launching new digital services such as internet, voice, SMS, IoT. In another detailed work, we have highlighted the challenges and proposed a faster approach to provisioning such services on the network. The method used a deep neural network framework and a large language model to automate the generation of network configurations. In this submission, we propose to demonstrate our solution framework.

Indian Institute of Science Bangalore (IN)
Affordable and clean energy
Openalex Percentile: Top 75%
Graph Theory and Algorithms
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