Prediction-based provisioning planning for cloud environments

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United States of America Patent

PATENT NO 9413619
APP PUB NO 20140089495A1
SERIAL NO

13734260

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Abstract

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Various embodiments predict performance of a system including a plurality of server tiers. In one embodiment, a first set of performance information is collected for a base allocation of computing resources across multiple server tiers in the plurality of sever tiers for a set of workloads. A set of experimental allocations of the computing resources is generated on a tier-by-tier basis. Each of the set of experimental allocations varies the computing resources allocated by the base allocation for a single server tier of the multiple server tiers. A second set of performance information associated with the single server tier for each of the set of experimental allocations is collected for a plurality of workloads. At least one performance characteristic of at least one candidate allocation of computing resources across the multiple server tiers is predicted for a given workload based on the first and second sets of performance information.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Akolkar, Rahul P Tuckahoe, US 43 423
Iyengar, Arun Yorktown Heights, US 67 711
Meng, Shicong Elmsford, US 33 422
Rouvellou, Isabelle New York, US 8 202
Silva-Lepe, Ignacio Putnam Valley, US 27 399

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