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:
Jan. 02, 2018

Filed:

Mar. 31, 2016
Applicant:

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

Inventors:

Yurdaer N. Doganata, Chestnut Ridge, NY (US);

Malgorzata Steinder, Leonia, NJ (US);

Asser N. Tantawi, Somers, NY (US);

Merve Unuvar, New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); H04L 12/911 (2013.01); G06F 9/50 (2006.01); G06F 9/455 (2006.01);
U.S. Cl.
CPC ...
H04L 47/78 (2013.01); G06F 9/5083 (2013.01); G06F 2009/4557 (2013.01); G06F 2209/5019 (2013.01);
Abstract

Disclosed is a novel system and method for managing requests for an additional virtual machine. The method begins with operating at least one virtual machine accessing at least one computer resource associated with at least one physical machine within a computing cluster. One or more non-deterministic virtual machine requests for the computer resource are received. An over-utilization of the computer resource as a probability distribution function is modeled. In one example, the probability distribution function is a Beta distribution function to represent a one of a plurality of probability distribution functions. Next, an additional virtual machine on the physical machine associated with the computer resource is added in response to a probability of a utilization of the computer resource being greater than a probalistic bound on the over-utilization of the computer resource. Otherwise, the additional virtual machine is not added.


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