The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 27, 2021

Filed:

Mar. 13, 2015
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Randall L. Cogill, Dublin, IE;

Jakub Marecek, Dublin, IE;

Martin Mevissen, Dublin, IE;

Paulito Palmes, Dublin, IE;

Robert Shorten, Dublin, IE;

Fabian R. Wirth, Dublin, IE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06Q 10/06 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06Q 10/0635 (2013.01); G06Q 10/06311 (2013.01);
Abstract

A method for forecasting time delays added to a scheduled start time and a scheduled end time of a task includes generating a stochastic model of the task and resources affecting the task, the stochastic model includes a reactionary delay component that is a function of previous task end times and a root cause delay component that is an independent random process at a specific time. The method further includes: calculating a probability distribution of time delays added to the scheduled start time as a combination of the reactionary delay component and the root cause delay component using the stochastic model to provide a probability distribution of start times; and calculating a probability distribution of time delays added to the scheduled end time as a combination of the reactionary delay component and the root cause delay component using the stochastic model to provide a probability distribution of end times.


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