Using principles of natural selection to optimize a cloud-computing genome

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United States of America Patent

PATENT NO 9852043
SERIAL NO

15602213

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Abstract

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A method and associated systems for optimizing a computing platform. A processor joins sets of configurable parameters into groups that each identifies a configuration of the computing environment or of a component or subsystem of the computing environment. The processor generates a set of variations of each group, where each variation identifies a candidate configuration of the component, subsystem, or platform, and where each candidate configuration identifies a distinct set of values of the group of parameters associated with that component, subsystem, or platform. Each configuration of this first generation of configurations undergoes a massively parallel iterative procedure that generates a next generation of configurations by performing operations upon the first generation that are similar to those of a natural-selection process. The procedure repeats until successive generations converge, within resource constraints, to a fittest generation that represents an optimal or most nearly optimal configuration of the computing platform.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Baughman, Aaron K Silver Spring, US 411 2155
Clements, Cody A Clifton Springfield, US 3 20
Harrison, Thomas B Holly Springs, US 13 273
Lazos, Michael P Manchester, US 3 20
Lewis, Robert J Chapel Hill, US 19 189
O'Connell, Brian M Cary, US 496 8740
Zabriskie, Mary C Durham, US 3 20

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