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:
Apr. 10, 2018

Filed:

Dec. 30, 2014
Applicant:

Futurewei Technologies Inc., Plano, TX (US);

Inventors:

Liya Chen, San Jose, CA (US);

Chen Tian, Union City, CA (US);

Ziang Hu, Union City, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 99/00 (2010.01); G05B 13/02 (2006.01);
U.S. Cl.
CPC ...
G05B 13/027 (2013.01); G06N 99/005 (2013.01);
Abstract

Methods and systems that facilitate efficient and effective adaptive execution mode selection are described. The adaptive execution mode selection is performed in part on-the-fly and changes to an execution mode (e.g., sequential, parallel, etc.) for a program task can be made. An intelligent adaptive selection can be made between a variety execution modes. The adaptive execution mode selection can also include selecting parameters associated with the execution modes. A controller receives historical information associated with execution mode selection, engages in training regarding execution mode selection, and adaptively selects an execution mode on-the-fly. The training can use an approach similar to an artificial neural network in which automated guided machine learning approach establishes correspondences between execution modes and task/input feature definitions based upon historical information. An adaptive selection is performed on-the-fly based on an initial trial run.


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