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.
Patent No.:
Date of Patent:
Sep. 02, 2014
Filed:
Nov. 29, 2011
Rong N. Chang, Pleasantville, NY (US);
Mihwa Choi, Cambridge, MA (US);
Yexi Jiang, Miami, FL (US);
Meir Laker, Hawthorne, NY (US);
Chang-shing Perng, Goldens Bridge, NY (US);
Hidayatullah H. Shaikh, Shrub Oak, NY (US);
Edward C. SO, Flushing, NY (US);
Tao Tao, Hawthorne, NY (US);
Rong N. Chang, Pleasantville, NY (US);
Mihwa Choi, Cambridge, MA (US);
Yexi Jiang, Miami, FL (US);
Meir Laker, Hawthorne, NY (US);
Chang-Shing Perng, Goldens Bridge, NY (US);
Hidayatullah H. Shaikh, Shrub Oak, NY (US);
Edward C. So, Flushing, NY (US);
Tao Tao, Hawthorne, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
High level characteristics are extracted from a virtual machine provisioning request stream for a cloud computing environment. A plurality of prediction models are generated for a plurality of different types of virtual machines. A regression-correlation ensemble is applied to appropriate ones of the prediction models to predict future virtual machine demand for the cloud computing environment.