VIRTUAL MACHINE PLACEMENT IN A CLOUD COMPUTING ENVIRONMENT BASED ON FACTORS INCLUDING OPTIMIZED PROCESSOR-MEMORY AFFINITY

Patent №

US 9,600,331

Granted

2017-03-21

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14833421

Optimized placement of virtual machines in a cloud environment is based on factors that include processor-memory affinity. A smart migration mechanism (SMM) predicts an optimization score for multiple permutations of placing virtual machines on a target system to create an optimal move list. The optimization score is a theoretical score calculated using dynamic platform optimization (DPO). The SMM may allow the user to set initial parameters and change the parameters to create potential changes lists. The move lists are ranked to allow the user to select the optimal change list to provide the best affinity, quickest fulfillment of requirements and least disruption for a given set of parameters.

Evolutionary computationAI hardwareG06F 9/5044G06F 9/45558G06F 9/4856G06F 9/5016G06F 9/5033G06F 9/5088G06F 2009/4557G06F 2009/45595

AI classification

Evolutionary computation1.00
AI hardware0.84
Natural language0.25
Knowledge representation0.11
Planning0.03
Machine learning0.02
Speech0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 364010053

Assignors

BIRKESTRAND, DANIEL C., HEYRMAN, PETER J., PROSSER, EDWARD C.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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