Understanding and Partitioning Mobile Traffic using Internet Activity Records Data -- A Spatiotemporal Approach

no code implementations • 30 Jul 2019 • Kashif Sultan, Hazrat Ali, Haris Anwaar, Kabo Poloko Nkabiti, Adeel Ahamd, Zhongshan Zhang

The internet activity records (IARs) of a mobile cellular network posses significant information which can be exploited to identify the network's efficacy and the mobile users' behavior.

Management

Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks

no code implementations • 30 Jul 2018 • Kashif Sultan, Hazrat Ali, Zhongshan Zhang

By passing anomaly and anomaly-free data through this model, we observe the effect of anomalous activities in training of the model and also observe mean square error of anomaly and anomaly free data.

Anomaly Detection BIG-bench Machine Learning +3