Detecting a failure condition in a system using three-dimensional telemetric impulsional response surfaces
First Claim
1. A method for facilitating high-sensitivity detection of an anomaly in telemetry data from an electronic system using a telemetric impulsional response fingerprint of the telemetry data, the method comprising:
- applying a sudden impulse step change to one or more operational parameters of the electronic system during operation;
generating a three-dimensional (3D) telemetric impulsional response fingerprint (TIRF) surface from a dynamic response in the telemetry data to the sudden impulse step change; and
determining from the 3D TIRF surface whether the telemetry data contains an anomaly.
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Accused Products
Abstract
One embodiment of the present invention provides a system that facilitates high-sensitivity detection of an anomaly in telemetry data from an electronic system using a telemetric impulsional response fingerprint of the telemetry data. During operation, the system applies a sudden impulse step change to one or more operational parameters of the electronic system during operation. Next, the system generates a three-dimensional (3D) telemetric impulsional response fingerprint (TIRF) surface from a dynamic response in the telemetry data to the sudden impulse step change. The system then determines from the 3D TIRF surface whether the telemetry data contains an anomaly.
11 Citations
21 Claims
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1. A method for facilitating high-sensitivity detection of an anomaly in telemetry data from an electronic system using a telemetric impulsional response fingerprint of the telemetry data, the method comprising:
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applying a sudden impulse step change to one or more operational parameters of the electronic system during operation; generating a three-dimensional (3D) telemetric impulsional response fingerprint (TIRF) surface from a dynamic response in the telemetry data to the sudden impulse step change; and determining from the 3D TIRF surface whether the telemetry data contains an anomaly. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computer-readable storage medium storing instructions that when executed by a computer cause the computer to perform a method for facilitating high-sensitivity detection of an anomaly in telemetry data from an electronic system using a telemetric impulsional response fingerprint of the telemetry data, the method comprising:
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applying a sudden impulse step change to one or more operational parameters of the electronic system during operation; generating a three-dimensional (3D) telemetric impulsional response fingerprint (TIRF) surface from a dynamic response in the telemetry data to the sudden impulse step change; and determining from the 3D TIRF surface whether the telemetry data contains an anomaly. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. An apparatus that facilitates high-sensitivity detection of an anomaly in telemetry data from an electronic system using a telemetric impulsional response fingerprint of the telemetry data, comprising:
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an excitation mechanism configured to apply a sudden impulse step change to one or more operational parameters of the electronic system during operation; a generation mechanism configured to generate a three-dimensional (3D) telemetric impulsional response fingerprint (TIRF) surface from a dynamic response in the telemetry data to the sudden impulse step change; and a determination mechanism configured to determine from the 3D TIRF surface whether the telemetry data contains an anomaly. - View Dependent Claims (18, 19, 20, 21)
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Specification