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:
Jul. 29, 2014
Filed:
Jun. 26, 2012
Aaron K. Baughman, Silver Spring, MD (US);
Linda M. Boyer, Ossining, NY (US);
Christopher F. Codella, LaGrangeville, NY (US);
Richard L. Darden, Leesburg, VA (US);
William G. Dubyak, Severna Park, MD (US);
Arnold Greenland, Silver Spring, MD (US);
Aaron K. Baughman, Silver Spring, MD (US);
Linda M. Boyer, Ossining, NY (US);
Christopher F. Codella, LaGrangeville, NY (US);
Richard L. Darden, Leesburg, VA (US);
William G. Dubyak, Severna Park, MD (US);
Arnold Greenland, Silver Spring, MD (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A workload associated with a task is assessed with respect to each of a plurality of computing paradigms offered by a cloud computing environment. Adaptive learning is employed by maintaining a table of Q-values corresponding to the computing paradigms and the workload is distributed according to a ratio of Q-values. The Q-values may be adjusted responsive to a performance metric and/or a value, reward, and/or decay function. The workload is then assigned to available computing paradigms to be performed with improved utilization of resources.