Resource provisioning using predictive modeling in a networked computing environment

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United States of America Patent

PATENT NO 9860134
SERIAL NO

14834723

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Abstract

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An approach is provided for allowing a network computing (e.g., cloud computing) infrastructure to modify its resource allocation plan (e.g., an instance count) by using a Kth derivative vector plot, which may be generated using historical logs. Among other things, this approach enables an infrastructure to project an allocation forecast for a specified duration and adapt to changes in network traffic.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bogdany, Richard J Durham, US 5 77
Harrison, Thomas B Holly Springs, US 13 274
McAvoy, Cameron Niall-Kerr Rockford, US 1 3
O'Connell, Brian M Research Triangle Park, US 496 8791
Pearthree, Herbert D Cary, US 18 333
Sun, Shengzhi Santa Clara, US 3 39
Upton, Clay T Lincoln, US 10 132

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