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88 Products found

Zinkworks Network Positioning Prediction rApp

Zinkworks | Automation and AI Foundation Zinkworks Network Positioning Prediction (NPP) rApp utilises an ML-based framework to forecast user movements and distributions around network cells. Employing continuous training with MP-LSTM, it processes positioning data from various network users and devices...

Zinkworks Network Traffic Prediction rApp

Zinkworks Network Traffic Prediction (NTP) rApp is an ML graph-based application for predicting network traffic. It adapts to changing conditions in the RAN by considering spatial interdependencies and non-linear temporal dynamics features, providing accurate predictions for entire cellular network...

Zinkworks Power Management Controller rApp

Zinkworks | Network Optimization   Power Management Controller (PMC), built on Zinkworks Network Traffic Prediction (NTP) and Network Positioning Prediction (NPP) rApps, dynamically adjusts resources based on traffic load and user mobility. The DCAD algorithm activates or deactivates carriers to save...

Zinkworks QoS Prediction rApp

Zinkworks | Network Optimization Zinkworks Quality of Service Prediction (QoS-P) is an rApp for 5G networks analysing and predicting KPIs, integrating with orchestration apps to enhance 5G technology through adaptive profiling and streamlined operations.