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:
Aug. 03, 2021

Filed:

Jun. 20, 2018
Applicant:

Vmware, Inc., Palo Alto, CA (US);

Inventors:

Rachil Chandran, Palo Alto, CA (US);

Lalit Jain, Santa Clara, CA (US);

Harutyun Beybutyan, Yerevan, AM;

James Ang, Palo Alto, CA (US);

Leah Nutman, Palo Alto, CA (US);

Keshav Mathur, Palo Alto, CA (US);

Assignee:

VMware, Inc., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06F 9/50 (2006.01); G06F 17/18 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06F 9/5022 (2013.01); G06F 9/5077 (2013.01); G06F 17/18 (2013.01); G06N 7/005 (2013.01); G06F 2209/508 (2013.01); G06F 2209/5019 (2013.01);
Abstract

Computational methods and systems to reclaim capacity of a virtual infrastructure of distributed computing system are described. Methods and systems are directed to forecasting usage of resources that form a virtual infrastructure of a distributed computing system. Streams of metric data that represent usage of resources of the virtual infrastructure assigned to a virtual object are collected. A binary sequence of active status metric data is computed for the virtual object based on the streams of metric data. Forecasted active status metric data are computed in a forecast interval based on the sequence of active status metric data. Expected active or inactive status of virtual object over the forecast interval is determined from the forecasted active status metric data. If the virtual object is expected to inactive status over the forecast interval, resources assigned to the virtual object are reclaimed for use by active virtual objects.


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