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. 30, 2019

Filed:

Aug. 08, 2018
Applicant:

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

Inventors:

Zhong Qi Feng, Beijing, CN;

Jiang Tao Li, Beijing, CN;

Yi Bin Wang, Beijing, CN;

Chao Yu, Nigbo, CN;

Qing Feng Zhang, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/455 (2018.01); G06F 9/46 (2006.01); G06F 15/173 (2006.01); H04L 29/08 (2006.01); G06F 9/50 (2006.01); H04L 29/06 (2006.01); G06F 11/30 (2006.01); G06F 9/48 (2006.01);
U.S. Cl.
CPC ...
G06F 9/45558 (2013.01); G06F 9/455 (2013.01); G06F 9/45533 (2013.01); G06F 9/48 (2013.01); G06F 9/4881 (2013.01); G06F 9/4887 (2013.01); G06F 9/50 (2013.01); G06F 9/505 (2013.01); G06F 9/5005 (2013.01); G06F 9/5011 (2013.01); G06F 9/5016 (2013.01); G06F 9/5027 (2013.01); G06F 9/5038 (2013.01); G06F 9/5044 (2013.01); G06F 9/5055 (2013.01); G06F 9/5061 (2013.01); G06F 9/5072 (2013.01); G06F 9/5077 (2013.01); G06F 9/5083 (2013.01); G06F 9/5088 (2013.01); G06F 11/30 (2013.01); H04L 67/1097 (2013.01); H04L 67/22 (2013.01); H04L 67/38 (2013.01); G06F 2009/4557 (2013.01); G06F 2009/45562 (2013.01); G06F 2009/45575 (2013.01); G06F 2009/45591 (2013.01); G06F 2009/45595 (2013.01);
Abstract

Methods, computer program products, and systems are presented. The methods include, for instance: predictively provisioning, by one or more processor, cloud computing resources of a cloud computing environment for at least one virtual machine; and initializing, by the one or more processor, the at least one virtual machine with the provisioned cloud computing resources of the cloud computing environment. In one embodiment, the predictively provisioning may include: receiving historical utilization information of multiple virtual machines of the cloud computing environment, the multiple virtual machines having similar characteristics to the at least one virtual machine; and determining the cloud computing resources for the at least one virtual machine using the historical utilization information of the multiple virtual machines. In another embodiment, the predictively may include updating a provisioning database with the historical utilization information of the multiple virtual machines of the cloud computing environment.


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