6G-OPTICON: 6G Optimization and Constrained Intelligence for End-to-End Network Operations across Heterogeneous Segments

6G-OPTICON is a flagship initiative aimed at designing a next-generation, end-to-end orchestration framework tailored for the 6G era. By embedding constraint-native deep learning throughout the orchestration pipeline, the project will enable intelligent, adaptive planning, optimization, and management across a complex landscape of interconnected networks and heterogeneous domains. At its core, 6G-OPTICON envisions an open, modular, and highly extensible orchestration fabric that unifies services and infrastructure across O-RAN, core, transport, and edge. To enable operation under strict real-time, latency, energy, security, and multi-domain constraints, novel deep learning models will be developed that inherently incorporate these requirements during training and execution (potentially guided by closed-form formulas or physical laws), ensuring SLA compliance, conflict-free optimization, and operational robustness. In parallel, the project pioneers secure-by-design AI pipelines, leveraging trusted execution environments, encrypted computation, and explainable AI methods adapted for privacy-preserving contexts. Finally, by promoting energy-adaptive, hardware-aware AI deployment strategies and event-driven automation, 6G-OPTICON delivers a blueprint for sustainable, trustworthy, and intelligent 6G network orchestration.

The 6G-OPTICON project has received funding from the European Union’s HORIZON-JU-SNS-2025 under Grant Agreement No. 101292327 (Research and Innovation Action).