cs.NI · 2026-07-08 · No. 47

Networking and Internet Architecture, 2026-07-08.

2 new papers in cs.NI. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    MCP-Enabled Agentic AI for Autonomous IPoDWDM Network Lifecycle Automation

    Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva, Julie Raulin, Dominic Schneider, Achim Autenrieth

    cs.NI · cs.AI · cs.MA · eess.SY

    This demo presents an MCP-enabled agentic AI architecture for autonomous control of vendor-agnostic IPoDWDM networks. We demonstrate live end-to-end lifecycle multi-layer automation and closed-loop control using GNPy and telemetry, validated on a real testbed.

    arxiv.org/abs/2607.05975 · PDF

  2. 02

    Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture

    Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva, Julie Raulin, Dominic Schneider, Achim Autenrieth

    cs.NI · cs.AI · eess.SP · eess.SY

    We present a distributed, vendor-agnostic multi-MCP architecture for SDN-based automation and autonomous control of multi-vendor, multi-layer IPoDWDM networks. The framework enables E2E service lifecycle automation, closed-loop cross-layer control using GNPy model and optical telemetry, and is experimentally validated on a IPoDWDM testbed.

    arxiv.org/abs/2607.05958 · PDF

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