Orchestrierung von Sätzen von Untereinander Abhängigen Optimierungsmodellen in Openran

Details

Veröffentlichungs-Nr.

EP4811738

Anmeldetag

20. März 2025

Veröffentlichung

23. September 2026

Rechtsraum

EP

Abstract

A method and system for organizing and optimizing sets of dependent and/or interdependent optimization models (OMs) in an Open Radio Access Network (OpenRAN) environment, the method comprising: - storing a set of OMs, especially initial OMs for network management, in a storage module, , - retrieving OMs from the storage module by a scheduler module, wherein the scheduler selects an optimized set of OMs for deployment based on predefined parameters, - deploying the selected OMs into a live OpenRAN environment to manage network operations, - a monitoring module collects network data from the deployed OMs, including especially performance metrics, logs, and optimizer state information, and forwards the collected data to an optimizer module, - optimizing the deployed OMs using an optimizer module especially based on predifind objective functions and - storing the optimized OMs back in the storage module, ensuring that future deployments use improved models especially selected according to objective function values.

Anmelder

Firma

Deutsche Telekom AG

Land

🇩🇪 Deutschland