Daniel S Woo

US Patent:

20210312277, Oct 7, 2021

Filed:

Nov 3, 2020

Appl. No.:

17/088403

Inventors:

- Cary NC, US
Varunraj Valsaraj - Cary NC, US
Jinxin Yi - Cary NC, US
Daniel Keongson Woo - San Dimas CA, US

Assignee:

SAS Institute Inc. - Cary NC

International Classification:

G06N 3/08

Abstract:

Requests for computing resources and other resources can be predicted and managed. For example, a system can determine a baseline prediction indicating a number of requests for an object over a future time-period. The system can then execute a first model to generate a first set of values based on seasonality in the baseline prediction, a second model to generate a second set of values based on short-term trends in the baseline prediction, and a third model to generate a third set of values based on the baseline prediction. The system can select a most accurate model from among the three models and generate an output prediction by applying the set of values output by the most accurate model to the baseline prediction. Based on the output prediction, the system can cause an adjustment to be made to a provisioning process for the object.