APPARATUS AND METHOD FOR ALLOCATING RESOURCES BASED ON SERVICE LEVEL AGREEMENT PREDICTIONS AND ASSOCIATED COSTS

Patent №

US 8,041,797

Granted

2011-10-18

Filed 2004

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10815236

A method, apparatus, and computer instructions for allocating resources based on predictions of service level agreement (SLA) breaches in order to minimize costs are provided. With the method, apparatus, and computer instructions, a prediction that an SLA will be breached is received from a prediction engine associated with the SLM system. Based on a prediction that an SLA will be breached, a minimum cost analysis is performed to determine if computer resources may be shifted from another service consumer under another SLA to facilitate the service consumer of the potentially breached SLA in order to reduce the cost of the penalty associated with breaching SLAs. If so, resources are reallocated in order to minimize penalties associated with SLA breaches.

AI classification

Knowledge representation1.00
Planning0.99
AI hardware0.98
Vision0.00
Natural language0.00
Machine learning0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 145200907

Assignors

CHILDRESS, RHONDA L., KUMHYR, DAVID BRUCE, MARIN, EDGAR ALLEN, PENNELL, NEIL RAYMOND

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

From the same owner

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