Data processing: artificial intelligence – Machine learning
Reexamination Certificate
2004-04-08
2009-12-29
Vincent, David R (Department: 2129)
Data processing: artificial intelligence
Machine learning
C707S793000, C709S220000
Reexamination Certificate
active
07640217
ABSTRACT:
A method is provided for the identification of managed systems that are exceptional compared to comparable managed systems. The method involves selecting a set of managed systems wherein each managed system has a number of system configuration attributes and selecting a set of parameterizations relating to the managed systems. Patterns are determined for the parameterizations within the set of managed systems using a supervised machine learning algorithm. The managed systems are compared to the patterns and any managed systems that deviate from the patterns are isolated as exceptional managed systems. Isolated systems may be targeted for remedial action such as the allocation of support resources or system management resources.
REFERENCES:
patent: 2002/0107843 (2002-08-01), Biebesheimer et al.
patent: 2003/0028825 (2003-02-01), Hines
patent: 2003/0167245 (2003-09-01), Murata
patent: 2004/0078733 (2004-04-01), Lewis
patent: 2004/0243692 (2004-12-01), Arnold et al.
Fawcett Tom
Forman George H.
Suermondt Henri Jacques
Bharadwaj Kalpana
Hewlett--Packard Development Company, L.P.
Vincent David R
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