AT&T Intellectual Property I, LP

Muhammad Azam

David H Lu

Madhukar M Kshirsagar

Ajay Joshi

Angelo Estela

The invention comprises methods and devices of forecasting future computational needs of an application based on input load, where the application comprises a plurality of processes executed on a plurality of computing devices. The method of the invention proceeds by monitoring at least a computational load characteristic of at least a first process executed on a first computing device and a second process executed on a second computing device. A mathematical relationship between input load and the computational load characteristic is established, and future computational needs are forecasted based on the established mathematical relationship.

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Tinton Falls, NJ, United States of America

Muhammad Azam