At&t Intellectual Property I, L.p.

University College Cork

Darijo Raca

Rittwik Jana

Vijay Gopalakrishnan

Emir Halepovic

Rakesh Sinha

Balagangadhar Bathula

Cormac John Sreenan

Matteo Varvello

Ahmed Zahran

Aspects of the subject disclosure may include, for example, a method in which a processing system identifies a plurality of performance indicators comprising device performance indicators for a plurality of communication devices on a cellular network and network performance indicators for the cellular network. The method also includes obtaining historical data regarding the plurality of performance indicators for each of a series of time points during a past time period; the historical data for each of the plurality of performance indicators form an array of values for that performance indicator. The method further includes generating from each array a set of inputs to an algorithm for predicting a throughput of the cellular network during a future time period; the set of inputs comprises quantiles of the array, and the algorithm comprises a machine learning algorithm. Other embodiments are disclosed.

System and method for throughput prediction for cellular networks

Growing community of inventors

Cork, Ireland

Darijo Raca