Diagnosis of system health with event logs
First Claim
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1. A method for diagnosing system health with system event logs, the method comprising:
- receiving a plurality of text event logs and health indicator states from a system;
transducing the plurality of text event logs into numeric-based metrics of the system, wherein transducing includes organizing textual event messages of the plurality of text event logs into clusters based on a similarity between the textual event messages and based on whether the similarity is greater than a similarity threshold; and
deriving, based on the transduced numeric-based metrics, at least one model of the system that correlates the plurality of event logs to the corresponding health indicator states.
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Abstract
A method for diagnosing system health with system event logs is provided. The method includes receiving a plurality of event logs and health indicator states from a system; transducing the plurality of event logs into numeric-based metrics of the system; and deriving, based on the transduced numeric-based metrics, at least one model of the system that correlates the plurality of event logs to the corresponding health indicator states.
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20 Claims
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1. A method for diagnosing system health with system event logs, the method comprising:
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receiving a plurality of text event logs and health indicator states from a system; transducing the plurality of text event logs into numeric-based metrics of the system, wherein transducing includes organizing textual event messages of the plurality of text event logs into clusters based on a similarity between the textual event messages and based on whether the similarity is greater than a similarity threshold; and deriving, based on the transduced numeric-based metrics, at least one model of the system that correlates the plurality of event logs to the corresponding health indicator states. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A system for providing automated health diagnosis of a computing system, comprising:
a metrics transducer module operates to receive a plurality of text event logs and health indicator states of the computing system and to transduce the plurality of text event logs into numeric-based metrics of the system, wherein the metrics transducer module organizes textual event messages of the plurality of text event logs into clusters based on a similarity between the textual event messages and based on whether the similarity is greater than a similarity threshold; and
a model building engine, executed by a processor, operates to derive, based on the transduced numeric-based metrics, at least one model of the system that correlates the plurality of text event logs to the corresponding health indicator states.- View Dependent Claims (13, 14, 15, 16, 17, 18)
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19. A computer readable non-transitory medium on which is encoded computer executable programming code that includes computer execution instructions to:
- receive a plurality of text event logs and health indicator states from a system;
transduce the plurality of text event logs into numeric-based metrics of the system including organize textual event messages of the plurality of text event logs into clusters based on a similarity between the textual event messages and based on whether the similarity is greater than a similarity threshold; andderive, based on the transduced numeric-based metrics, at least one model of the system that correlates the plurality of text event logs to the corresponding health indicator states. - View Dependent Claims (20)
- receive a plurality of text event logs and health indicator states from a system;
Specification