Published October 29, 2024 | Version v1
Preprint Open

Intent-Driven Deployment and Live Migration Using LLM

Creators

  • 1. Iquadrat Informatica SL, Spain
  • 2. ISI/Athena Research Center
  • 3. ROR icon University of Western Macedonia
  • 4. ROR icon University of Patras

Description

With the rise of large language models (LLMs), network management will require significantly less human intervention. This demo shows service deployment from a user request provided using a simple natural language. We leverage LLM to decompose and translate the user request into TM Forum Intent representation. This intent serves as a blueprint for generating Kubernetes deployment manifest files, ultimately deploying the service on the designated location. This approach significantly reduces manual configuration and streamlines service deployment.

Files

Intent-Driven Deployment and Live Migration Using LLM.pdf

Files (3.0 MB)

Additional details

Identifiers

DOI
10.1109/CAMAD62243.2024.10942727

Funding

European Commission
6G-BRICKS: Building Reusable testbed Infrastructures for validating Cloud-to-device breakthrough technologieS 101096954