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:

Aug. 25, 2015
Applicant:

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

Inventors:

Richard J. Bogdany, Durham, NC (US);

Thomas B. Harrison, Holly Springs, NC (US);

Cameron Niall-Kerr McAvoy, Rockford, MI (US);

Brian M. O'Connell, Research Triangle Park, NC (US);

Herbert D. Pearthree, Cary, NC (US);

Shengzhi Sun, Santa Clara, CA (US);

Clay T. Upton, Lincoln, NE (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/20 (2006.01); H04L 12/24 (2006.01);
U.S. Cl.
CPC ...
H04L 41/145 (2013.01); G06T 11/203 (2013.01); G06T 11/206 (2013.01); H04L 41/142 (2013.01); H04L 41/147 (2013.01);
Abstract

An approach is provided for allowing a network computing (e.g., cloud computing) infrastructure to modify its resource allocation plan (e.g., an instance count) by using a Kth derivative vector plot, which may be generated using historical logs. Among other things, this approach enables an infrastructure to project an allocation forecast for a specified duration and adapt to changes in network traffic.


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