User experience
User demands and growing complexity make network performance more vital than ever. Intelligent automation using rApps has the potential to revolutionize the world of network management and orchestration, augmenting or replacing existing manual processes in order to improve network performance and reduce costs.
The challenge
The latest Ericsson Mobility Report predicts that there will be 5.6 billion 5G subscriptions worldwide by 2029 and as a consequence of that, networks complexity will keep increasing.
Unfortunately, today’s network performance management and automation solutions are not well adapted to guarantee an optimal level of service and flawless user experience for this many subscriptions in complex networks.
To cost-effectively detect network issues and maintain optimal service at scale, AI-powered solutions have become a must and that is where rApps come in.
How rApps help addressing the network performance challenge
Network performance is often optimized by combining manual and automated rule-based instructions with predetermined thresholds for each network performance metric.
As the network complexity increases, the number of these rules increases which makes manually maintaining these algorithms a highly complex task. Anomaly Detection rApps are a proven AI powered software solution. Over the last few years, these algorithms were deployed as part of the Cognitive Software solution and have demonstrated the possibility of creating a fully scalable and automated AI powered solution for network optimization.
This solution enables a paradigm shift. The issue-centric focus will simplify the process and fix a higher amount of malfunctioning network elements by similar actions, complementing traditional worst cell list and elevating the network performance to a superior level.
Watch video: rApps for best user experience about how rApps are optimizing networks and enable closed-loop automation
