Machine learning for virtual machine migration plan generation

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 9753757
SERIAL NO

14841803

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Abstract

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Embodiments relate to generating a virtual machine (VM) migration plan. A method includes determining an initial mapping of VMs to hosts as an origin state and a final mapping of VMs to hosts as a goal state. Candidate paths are generated from the initial mapping to the final mapping. The candidate paths are evaluated based on a heuristic state transition cost from the origin state through intermediate states to the goal state by recursively obtaining a list of transitions that a parent state underwent. A heuristic goal cost is identified to reach the goal state from the intermediate states based on a fewest number of VM movements. The VM migration plan is generated based on the heuristic state transition cost of the candidate paths in combination with the heuristic goal cost of a sequence of transitions from the origin state to the goal state having a lowest total cost.

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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
Dow, Eli M Wappingers Falls, US 224 1753
Fitzsimmons, Thomas D Poughkeepsie, US 88 344
Yu, Jessie Wappingers Falls, US 68 495

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