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:
May. 04, 2021

Filed:

Sep. 18, 2017
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Michael Zoll, Foster City, CA (US);

Yaser I. Suleiman, Santa Clara, CA (US);

Subhransu Basu, Fremont, CA (US);

Angelo Pruscino, Los Altos, CA (US);

Wolfgang Lohwasser, Munich, DE;

Wataru Miyoshi, Redwood City, CA (US);

Thomas Breidt, Munich, DE;

Thomas Herter, Santa Clara, CA (US);

Klaus Thielen, Munich, DE;

Sahil Kumar, Redwood City, CA (US);

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); G06F 16/215 (2019.01); G06K 9/62 (2006.01); G06F 11/34 (2006.01); G06N 20/20 (2019.01); G06N 7/00 (2006.01); G06N 20/00 (2019.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
G06F 16/215 (2019.01); G06F 11/3409 (2013.01); G06F 11/3452 (2013.01); G06K 9/6256 (2013.01); G06N 7/005 (2013.01); G06N 20/20 (2019.01); H04L 41/069 (2013.01); H04L 41/142 (2013.01); G06N 20/00 (2019.01); H04L 41/0695 (2013.01); H04L 41/0823 (2013.01); H04L 43/02 (2013.01);
Abstract

Described is an approach for performing context-aware prognoses in machine learning systems. The approach harnesses streams of detailed data collected from a monitored target to create a context, in parallel to ongoing model operations, for the model outcomes. The context is then probed to identify the particular elements associated with the model findings.


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