Pınar Ersoy

Intent-Aware Predictive Orchestration for Softwarized Networks Using LLM-Assisted Policy Translation

An intent-aware predictive orchestration framework in which a large language model serves as an intent-to-policy translation interface, while a predictive control layer estimates near-future service degradation risks and proactively selects orchestration actions is presented.