OmniPlan combines LLM intent parsing, mixture-of-experts selection among MIP/heuristic/DRL solvers, and DRL weight tuning to deliver timely near-optimal network planning, with reported latency reductions up to 97.8% on ML offloading workloads.
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OmniPlan: An Adaptive Framework for Timely and Near-Optimal Network Planning Optimization
OmniPlan combines LLM intent parsing, mixture-of-experts selection among MIP/heuristic/DRL solvers, and DRL weight tuning to deliver timely near-optimal network planning, with reported latency reductions up to 97.8% on ML offloading workloads.