Predictive optimization

Predictive optimization improves your network data speed

The Nokia Predictive Optimization service uses predictive analytics to boost performance of mobile networks. The service can help networks achieve up to 50 percent faster data speeds, benefiting subscribers using the most demanding mobile services such as music streaming and video. 


Offer heavy data users more speed

The Nokia Predictive Optimization service helps you improve your network performance by harnessing the huge amount of performance data generated by your networks. This data is used by intelligent software algorithms to simulate the telecom network, providing a better understanding of how it behaves. 

These algorithms can predict when, where and how network performance will be degraded by factors such as congestion (overloading) and radio interference, where one part of the network causes a disturbance elsewhere.  

Operators can use these insights to increase network capacity, for example, finding the right locations to deploy low-powered small cells to boost data speeds for subscribers inside high-rise buildings. Alternatively, they can provide wider coverage areas and more reliable voice services by automatically adjusting the angle of base station antennas.

Nokia Predictive Optimization forms part of Nokia AVA, a cloud-based platform that combines intelligent analytics, virtualized delivery and advanced automation to deploy services to operators to help achieve flawless network performance.



A telecom network with 10 million subscribers will generate about 1 million transactions per second (tps) during peak hours. By comparison Visa or MasterCard worldwide handle less than 4000 tps on average, and Twitter reported 143,000 tweets per second as a record. Transactions in a mobile network relate to events such as connecting a voice call, setting up a web browsing session or transferring a connection between different base stations (handover).

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