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:
Jun. 01, 2010
Filed:
Apr. 05, 2007
Shu-ping Chang, Shrub Oak, NY (US);
Xiaohui Gu, Chappaqua, NY (US);
Spyridon Papadimitriou, White Plains, NY (US);
Philip Shi-lung Yu, Chappaqua, NY (US);
Shu-Ping Chang, Shrub Oak, NY (US);
Xiaohui Gu, Chappaqua, NY (US);
Spyridon Papadimitriou, White Plains, NY (US);
Philip Shi-lung Yu, Chappaqua, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A system and method for using continuous failure predictions for proactive failure management in distributed cluster systems includes a sampling subsystem configured to continuously monitor and collect operation states of different system components. An analysis subsystem is configured to build classification models to perform on-line failure predictions. A failure prevention subsystem is configured to take preventive actions on failing components based on failure warnings generated by the analysis subsystem.