5G Network Operations
5G networks require autonomous and self-driven OSS systems that are AI/ML-based and support cognitive algorithms for automation of network operations. Altran’s Reinforcement Learning-based Recursive Autonomic OSS Solution uses a local OSS system to manage the individual network slices while the central OSS system performs the data analytics and machine learning work. It includes a data lake to store the massive amount of network data that can be used for reinforcement learning and to train the deep machine learning models for network optimization and fault predictions.
Back to the 5G future
The virtuous cycle is the key to any business’ success in the 5G revolution. It involves regulatory requirements, appropriate safety and security architectures, new 5G devices that differ completely from existing mobile devices, the establishment of a common language for the different market players, and close collaboration between the different stakeholders.