Dynamic data center equipment analysis for service level agreement recommendation
AssigneeInternational Business Machines Corporation
InventorsMuhammad Jawad Paracha, Soumitra Sarkar, Yu Deng, Aleksandra Hosa, John Alan Bivens, Ruchi Mahindru, John Joseph Bird
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Abstract
Using a failure probability model, a probability of a failure in a first system within a specified time period is predicted. Using an impact model, an impact of the failure on a second system is predicted. Using a resilience model, an impact reduction of the failure is predicted. The probability, the impact, and the impact reduction are mapped into a recommended service level agreement category for the first system, the mapping performed using a classifier model.
Claims20
A computer-implemented method comprising:
- predicting, using a failure probability model, a probability of a failure in a first system within a specified time period;
- predicting, using an impact model, an impact of the failure on a second system;
- predicting, using a resilience model, an impact reduction of the failure;
- and
- mapping the probability, the impact, and the impact reduction into a recommended service level agreement category for the first system, the mapping performed using a classifier model.
A computer program product comprising one or more computer readable storage medium, and program instructions collectively stored on the one or more computer readable storage medium, the program instructions executable by a processor to cause the processor to perform operations comprising:
- predicting, using a failure probability model, a probability of a failure in a first system within a specified time period;
- predicting, using an impact model, an impact of the failure on a second system;
- predicting, using a resilience model, an impact reduction of the failure;
- and
- mapping the probability, the impact, and the impact reduction into a recommended service level agreement category for the first system, the mapping performed using a classifier model.
A computer system comprising a processor and one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable by the processor to cause the processor to perform operations comprising:
- predicting, using a failure probability model, a probability of a failure in a first system within a specified time period;
- predicting, using an impact model, an impact of the failure on a second system;
- predicting, using a resilience model, an impact reduction of the failure;
- and
- mapping the probability, the impact, and the impact reduction into a recommended service level agreement category for the first system, the mapping performed using a classifier model.
Dependencies are inferred from the claim text.