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Automatic redistribution of virtual machines as a growing neural gas

Invented by: Bertus Eggen
Cologne, DE

John F. Hollingsworth
Wynnewood, PA

Baiju D. Mandalia
Boca Raton, FL

Philip D. Tetlow
Cleveland, GB Applicant: Name City State Country Type International Business Machines Corporation Armonk NY US

Originally Assigned to: International Business Machines Corporation
Armonk, NY Family ID: 1000003739987
[Now assigned to . . .]

Issued:2019-01-01
Filed:2015-11-02
Application No:14929531
Examined by:Sison; June Y

A method and associated systems for automatic redistribution of virtual machines. A cloud-optimization module selects parameters, such as bandwidth requirements, that characterize an efficiency of a virtual network. It assigns weightings to these parameters based on relative importance of each parameter to the proper operation of the network, where the weightings may be determined as functions of captured network-performance statistics. The module translates the network's topology into a graph in which each node represents a network entity, such as a virtual machine or an application, and each edge represents a connection between two such entities. The module then uses a growing neural gas algorithm to revise the graph and the weightings, and translates the revised graph to a more optimal topology that has redistributed the network entities to operate more efficiently, as measured by the weighted parameters.

[pdf] U.S. Pat. No. 10,171,300

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