System, Method and Computer Program Product for Identification of Anomalies in Performance Indicators of Telecom Systems
First Claim
1. A computer-implemented method of classification of an indicator respective of a data series comprising:
- receiving, by at least one computer processor, from at least a source of information, at least the data series respective of the indicator measured by the at least a source of information;
determining, by the at least one computer processor, for the indicator respective of the at least a data series, a profile from a plurality of possible profiles;
associating, by the at least one computer processor, the indicator with the respective profile; and
storing, by the at least one computer processor, the associated profile with the respective indicator.
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Accused Products
Abstract
A system and method for identifying anomalies in indicators, such as key performance indicators (KPIs) of a telecom system are disclosed. The method can learn over time behavior of the indicator and can statistically identify what should be considered anomalous. Learning can be performed on a per indicator basis that each presents different statistical qualities. The method can associate the indicator to a profile, such as one of several statistical distributions and can operate accordingly. Association may be determined by the correlation of the indicator to statistical distribution. The method can identify correlations between indicators when identifying the statistical distribution and especially when the associated statistical distribution is an unidentified profile. The method can include comparison of actuals versus prediction and sending alerts when anomalies are found. The system can be configured to receive data points respective of indicators and implement the method while continuously determining data points constituting anomalies.
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Citations
35 Claims
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1. A computer-implemented method of classification of an indicator respective of a data series comprising:
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receiving, by at least one computer processor, from at least a source of information, at least the data series respective of the indicator measured by the at least a source of information; determining, by the at least one computer processor, for the indicator respective of the at least a data series, a profile from a plurality of possible profiles; associating, by the at least one computer processor, the indicator with the respective profile; and storing, by the at least one computer processor, the associated profile with the respective indicator. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A system of classification of an indicator respective of a data series comprising:
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at least one computer processing unit; a network interface communicatively coupled to the at least one computer processing unit; a memory communicatively coupled to the at least one computer processing unit, the memory containing instructions that when executed by the at least one computer processing unit configure the system to; receive from at least a source of information at least a data series respective of the indicator measured by the at least a source of information; determine for the indicator respective of the at least a data series a profile from a plurality of possible profiles; associate the indicator with the respective profile; and store the associated profile with the respective indicator. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24)
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25. A computer program product embodied on a computer accessible medium, the computer program product comprising program logic, which when executed on at least one computer processor provides a method of classification of an indicator respective of a data series, the method comprising:
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receiving, by the at least one computer processor, from at least a source of information, at least the data series respective of the indicator measured by the at least a source of information; determining, by the at least one computer processor, for the indicator respective of the at least a data series, a profile from a plurality of possible profiles; associating, by the at least one computer processor, the indicator with the respective profile; and storing, by the at least one computer processor, the associated profile with the respective indicator. - View Dependent Claims (26, 27, 28, 29, 30, 31, 32, 33, 34, 35)
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Specification