Cognitive testing configuration according to dynamic changes in an install-base
AssigneeInternational Business Machines Corporation
InventorsJosue Cazarez Aguilar, Micah Robison
Life of this patent
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Abstract
In a workload data, a pattern of usage of an aspect of a product is detected in a production system. The pattern is apportioned into a portion. When a test has a characterization that corresponds to the portion within a tolerance, the test is configured in a test bucket. The product is caused to be tested using the test bucket, the test bucket including a set of tests such that the set of tests collectively correspond to the pattern within the tolerance.
Claims18
A method comprising:
- detecting, in a workload data, a pattern of usage of an aspect of a product in a production system;
- apportioning the pattern into a portion;
- configuring, responsive to a test having a characterization that corresponds to the portion within a tolerance, the test in a test bucket;
- causing the product to be tested using the test bucket, wherein the test bucket comprises a set of tests such that the set of tests collectively correspond to the pattern within the tolerance;
- detecting a trend of change in the pattern;
- forecasting a future pattern, the future pattern being expected in a future workload data;
- and
- substituting the future pattern as the pattern of usage of the aspect of the product in the production system.
A computer usable program product comprising a computer-readable storage device, and program instructions stored on the storage device, the stored program instructions comprising:
- program instructions to detect, in a workload data, a pattern of usage of an aspect of a product in a production system;
- program instructions to apportion the pattern into a portion;
- program instructions to configure, responsive to a test having a characterization that corresponds to the portion within a tolerance, the test in a test bucket;
- program instructions to cause the product to be tested using the test bucket, wherein the test bucket comprises a set of tests such that the set of tests collectively correspond to the pattern within the tolerance;
- program instructions to detect a trend of change in the pattern;
- program instructions to forecast a future pattern, the future pattern being expected in a future workload data;
- and
- program instructions to substitute the future pattern as the pattern of usage of the aspect of the product in the production system.
A computer system comprising a processor, a computer-readable memory, and a computer-readable storage device, and program instructions stored on the storage device for execution by the processor via the memory, the stored program instructions comprising:
- program instructions to detect, in a workload data, a pattern of usage of an aspect of a product in a production system;
- program instructions to apportion the pattern into a portion;
- program instructions to configure, responsive to a test having a characterization that corresponds to the portion within a tolerance, the test in a test bucket;
- program instructions to cause the product to be tested using the test bucket, wherein the test bucket comprises a set of tests such that the set of tests collectively correspond to the pattern within the tolerance;
- program instructions to detect a trend of change in the pattern;
- program instructions to forecast a future pattern, the future pattern being expected in a future workload data;
- and
- program instructions to substitute the future pattern as the pattern of usage of the aspect of the product in the production system.
Dependencies are inferred from the claim text.