cs.NI · 2026-06-17 · No. 26

Networking and Internet Architecture, 2026-06-17.

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

    OmniPlan: An Adaptive Framework for Timely and Near-Optimal Network Planning Optimization

    Longlong Zhu, Jiashuo Yu, Zedi Chen, Yuhan Wu, Zhifan Jiang, Yuchen Xian, Yimeng Liu, Jiajie Su, Shaopeng Zhou,...

    cs.NI · cs.LG

    Network planning optimization is a fundamental problem across diverse domains, including transportation systems, communication networks, and power grids. It requires simultaneous optimization of multiple competing objectives under complex constraints. Existing network planning optimization frameworks rely on mixed integer programming (MIP) solvers, heuristics, and deep reinforcement learning (DRL) models to compute planning decisions....

    arxiv.org/abs/2606.18105 · PDF

  2. 02

    A T-API-Compliant ReAct Agentic Loop for Optical Networks: Generic vs. Domain-Specific Tool Abstractions

    Seyed Morteza Ahmadian, Paolo Monti, Carlos Natalino

    cs.NI · cs.AI

    Optical networks need intent-driven, closed-loop agentic management, a key enabler for higher autonomy levels. We present the first T-API-compliant reasoning and act (ReAct) loop. We show that domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings compared to generic tools.

    arxiv.org/abs/2606.18000 · PDF

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