REALLOCATING RESOURCE CAPACITY AMONG RESOURCE POOLS IN A CLOUD COMPUTING ENVIRONMENT

Patent №

US 9,705,820

Granted

2017-07-11

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14993310

In general, the embodiments of the present invention provide an approach for rebalancing/reallocating cloud resource capacities between resource pools that provide variable customer assurances and delivery penalties when assurances are not met. The variables that are considered hereunder include, overall ‘reservations’, total current capacity, remaining capacity against unused reservations and penalties that apply for failing to satisfy ‘reservation’ commitments. The approach uses a rate of capacity consumption to calculate the risk of consuming the available capacity in each resource pool (e.g., resource pools allocated to satisfy different levels of service with different SLA failure penalties). Based on the relative available capacity in each pool (as determined by the pool rate of consumption), resources are reallocated to maximize revenue (e.g., reduce financial penalty) across a resource pool set.

Knowledge representationPlanningH04L 47/783G06F 9/5011G06F 9/5083H04L 41/5006H04L 41/5009H04L 47/76H04L 47/83G06F 2209/5011+1 more

AI classification

Planning1.00
Knowledge representation0.85
Evolutionary computation0.42
Machine learning0.15
AI hardware0.10
Speech0.00
Vision0.00
Natural language0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 374630467

Assignors

MADDURI, HARI H., RENDAHL, RANDY A., SNITZER, BRIAN J.

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

From the same owner

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