METHOD AND SYSTEM FOR FAILURE PREDICTION WITH AN AGENT
First Claim
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1. A computer-implemented method for failure prediction, implemented as an agent, wherein the agent is installed on a machine to be monitored, the computer-implemented method comprising:
- detecting service data on the machine;
accessing a reference database, in which reference service data relating to previously detected failures and maintenance related events are stored;
providing a failure pattern;
analyzing the detected service data in view of the failure pattern, the analyzing comprising applying a correlation mechanism; and
generating a prediction for future failures as a result of the analyzed detected service data.
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Abstract
A system, a computer program product and a method for failure prediction are implemented on an agent. The agent is installed on a machine to be monitored. The method includes detecting service data on the machine. A reference database is accessed, and a failure pattern is provided. The detected service data are analyzed in view of the provided failure pattern by applying a correlation mechanism, such that a prediction for future failures is generated and depicted as a result.
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Citations
19 Claims
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1. A computer-implemented method for failure prediction, implemented as an agent, wherein the agent is installed on a machine to be monitored, the computer-implemented method comprising:
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detecting service data on the machine; accessing a reference database, in which reference service data relating to previously detected failures and maintenance related events are stored; providing a failure pattern; analyzing the detected service data in view of the failure pattern, the analyzing comprising applying a correlation mechanism; and generating a prediction for future failures as a result of the analyzed detected service data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A system for failure prediction with an agent, wherein the agent is installed on a machine to be monitored, the system comprising:
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a detection unit for detecting service data on the machine; a reference database, in which reference service data relating to previously detected failures and maintenance related events are stored; and a processing unit configured for; providing a failure pattern; analyzing the detected service data in view of the failure pattern as a function of correlation, and generating a prediction for future failures as a result of the analyzed detected service data. - View Dependent Claims (17, 18)
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19. A non-transitory computer program product for failure prediction, implemented on an agent, wherein the agent is installed on a machine to be monitored, wherein the computer program product comprises s computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising:
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detecting service data on the machine; accessing a reference database, in which reference service data relating to previously detected failures and maintenance related events are stored; providing at least one failure pattern; applying a correlation mechanism to the detected service data with the failure pattern; and generating a prediction for future failures as a result of the analyzed detected service data.
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Specification