Data processing: structural design – modeling – simulation – and em – Simulating electronic device or electrical system – Computer or peripheral device
Reexamination Certificate
2006-03-27
2010-11-30
Neurauter, Jr., George C (Department: 2443)
Data processing: structural design, modeling, simulation, and em
Simulating electronic device or electrical system
Computer or peripheral device
C703S002000, C706S017000, C708S274000, C708S422000, C708S520000
Reexamination Certificate
active
07844441
ABSTRACT:
In general, the present invention provides a method, system and program product for approximating/estimating computer resource consumption of a computer system. Specifically, under the present invention, a more efficient or reduced computer work gradient matrix (hereinafter “matrix”) is first built. This occurs by creating load measurements for a set of computer resource metrics of the computer system to analyze dependencies between different computer resource metrics. Then, a correlation matrix between the set of computer resource metrics is created based on the dependencies. The set of computer system resource metrics in the correlation matrix is thereafter clustered into a set of clusters, and a reduced matrix is built based thereon. Once the reduced matrix is built, it can be restored to a “full” matrix using linear transformation or the like.
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Grabarnik Genady
Kim Moon Ju
Kozakov Lev
Lemberg Volodimir F.
Shwartz Larisa
Hoffman Warnick LLC
International Business Machines - Corporation
Neurauter, Jr. George C
Schiesser William E.
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