Predictive Monitoring With Wavelet Analysis
First Claim
1. A computer implemented method for monitoring a plurality of hardware or software system resources for identifying hidden trends in the behavior of the system resources, the method comprising:
- collecting metrics of at least one system resource indicative of the behavior of at least one system resource;
for each of the at least one system resource, determining a spectrum representative of a time-based signal of the collected metrics;
performing a wavelet transform on each of the at least one spectrum; and
analyzing the result of the wavelet transform to identify possible linear trends in the behavior of the at least one system resource.
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Accused Products
Abstract
A computer implemented method, computer program product and system for monitoring a plurality of hardware or software system resources for identifying hidden trends in the behavior of the system resources, includes: collecting metrics of at least one system resource indicative of the behavior of at least one system resource; for each of the at least one system resource, determining a spectrum representative of a time-based signal of the collected metrics; performing a wavelet transform on each of the at least one spectrum; and analyzing the result of the wavelet transform to identify possible linear trends in the behavior of the at least one system resource.
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Citations
25 Claims
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1. A computer implemented method for monitoring a plurality of hardware or software system resources for identifying hidden trends in the behavior of the system resources, the method comprising:
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collecting metrics of at least one system resource indicative of the behavior of at least one system resource; for each of the at least one system resource, determining a spectrum representative of a time-based signal of the collected metrics; performing a wavelet transform on each of the at least one spectrum; and analyzing the result of the wavelet transform to identify possible linear trends in the behavior of the at least one system resource. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A computer program product for monitoring a plurality of hardware or software system resources for identifying hidden trends in the behavior of the system resources, the computer program product comprising:
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a computer readable storage medium having computer readable program code embodied therewith, the computer readable program code comprising; computer readable program code configured to; collect metrics of at least one system resource indicative of the behavior of at least one system resource; for each of the at least one system resource, determine a spectrum representative of a time-based signal of the collected metrics; perform a wavelet transform on each of the at least one spectrum; and analyze the result of the wavelet transform to identify possible linear trends in the behavior of the at least one system resource. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A system, comprising:
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a plurality of system resources, comprising hardware or software system resources; and a computer for monitoring the plurality of system resources, wherein the computer; collects metrics of at least one system resource indicative of the behavior of at least one system resource; for each of the at least one system resource, determines a spectrum representative of a time-based signal of the collected metrics; performs a wavelet transform on each of the at least one spectrum; and analyzes the result of the wavelet transform to identify possible linear trends in the behavior of the at least one system resource. - View Dependent Claims (20, 21, 22, 23, 24, 25)
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Specification