πŸŒ±πŸ”Œ Reducing 5G X-Haul Energy Consumption with Cooperative Intelligence! πŸš€πŸ“‘

As 5G networks scale, so does their energy footprintβ€”especially across x-haul infrastructures (fronthaul, midhaul, backhaul). In the latest research from the CLEVER Project, we propose a cooperative SDN-based energy-saving scheme for NG-PON2, blending 5G TDD awareness, O-RAN intelligence, and software-defined optical access networks (SDOANs)

πŸ“‰ Our CO-SLEEP technique leverages real-time 5G TDD slot awareness to: 
πŸ”Ή Dynamically power down ONT receiver subsystems during uplink slots 
πŸ”Ή Coordinate energy-saving actions through a TDD-aware NG-PON2 Energy Manager 
πŸ”Ή Achieve up to 80% energy savings under favorable TDD patterns 
πŸ”Ή Maintain QoS with programmable NETCONF-based control 

βš™οΈ Combining: 
βœ… RIC xApps for TDD monitoring 
βœ… NETCONF-controlled ONTs 
βœ… Cross-layer collaboration between RAN and optical access 

πŸ“Š Early results show clear potential for significant energy gains in 5G converged infrastructures, as highlighted below. 

This approach demonstrates how cross-domain orchestration and energy-aware design can meet the growing demand for sustainable, intelligent, and scalable 5G networks. 

πŸ”— Discover the CLEVER Project and our mission to future-proof Europe’s edge/cloud infrastructure: https://www.cleverproject.eu