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:
Mar. 30, 2021

Filed:

Jun. 05, 2018
Applicant:

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

Inventors:

Dustin Garvey, Exeter, NH (US);

Sampanna Shahaji Salunke, Dublin, CA (US);

Uri Shaft, Fremont, CA (US);

Brent Arthur Enck, Roseville, CA (US);

Sumathi Gopalakrishnan, Fremont, CA (US);

Assignee:

Oracle international Corporation, Redwood Shores, CA;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/14 (2006.01); H04L 12/26 (2006.01); G06K 9/62 (2006.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06F 11/1428 (2013.01); G06F 17/18 (2013.01); G06K 9/6218 (2013.01); H04L 43/04 (2013.01); H04L 43/16 (2013.01);
Abstract

Techniques for generating distribution approximations with low memory footprints are disclosed. In some embodiments, a system receives a first set of values that measure one or more metrics of at least one computing resource. A set of clusters are generated, within volatile or non-volatile memory, that approximate a distribution of the first set of values measuring the one or more metrics of the at least one computing resource. The set of clusters is transformed, within volatile or non-volatile memory, to a piecewise approximation of a function for the first set of values.


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