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intent-based-networking

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O-RAN Intent-Based MANO for Network Slicing: Natural language to QoS mapping with automated E2E slice orchestration via O2IMS/O2DMS + Nephio GitOps. Achieves <10min deployment, supports eMBB/URLLC/mMTC with multi-site connectivity (Kube-OVN/VXLAN) and TN bandwidth control.

  • Updated Sep 30, 2025
  • Go

Routes natural-language network intents to the cheapest LLM that meets a quality floor indexed on the intent's criticality. Semantic complexity estimator (3.4 ms), cost-minimising router, local LLM-as-a-judge. Validated in the data plane on Mininet/Open vSwitch. Master's thesis, CNAM Paris.

  • Updated Aug 4, 2026
  • Python

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