METHODOLOGY FOR INTELLIGENT PATTERN DETECTION AND ANOMALY DETECTION IN MACHINE TO MACHINE COMMUNICATION NETWORK
First Claim
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1. A method for detecting performance event data across a machine-to-machine (M2M) network indicative of anomalous performance, comprising:
- determining by identification one or more performance events to monitor;
acquiring data of one or more monitored performance events;
comparing the acquired data with one or more predetermined event characteristic limits over a predetermined period in real-time or near real-time; and
issuing an alert in response to compared acquired data exceeding the one or more predetermined event characteristic limits.
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Abstract
The present invention relates generally to network communications, and more particularly to machine-to-machine (M2M) data communications. The present invention provides for a method, apparatus and computer program product for detecting performance event data across a machine-to-machine (M2M) network indicative of anomalous performance of data and thereafter alerting users of performance issues in real-time or near real-time.
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Citations
27 Claims
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1. A method for detecting performance event data across a machine-to-machine (M2M) network indicative of anomalous performance, comprising:
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determining by identification one or more performance events to monitor; acquiring data of one or more monitored performance events; comparing the acquired data with one or more predetermined event characteristic limits over a predetermined period in real-time or near real-time; and issuing an alert in response to compared acquired data exceeding the one or more predetermined event characteristic limits. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. An apparatus for communicating and issuing alerts in response to event data exceeding one or more event thresholds in a machine-to-machine (M2M) network, comprising:
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a device protocol capable of communications with a server across a M2M network, a device capable of communicating with a server system across the network using a communication adapter;
the server system having an application module for acquiring event data of one or more events, comparing acquired event data with one or more predetermined event characteristic limits over a predetermined period in real-time or near real-time; and
issuing a command in response to compared acquired data exceeding the one or more predetermined event characteristic limits; anda notification means for issuing an alert to one or more recipients in response to the issued command, wherein the alert includes information in relation the event. - View Dependent Claims (15, 16, 17, 18, 19, 20, 21)
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22. A computer program product stored on a computer usable medium, comprising:
- computer readable program means for causing a computer to control an execution of an application to perform a method for detecting performance event data across a machine-to-machine (M2M) network indicative of anomalous performance, comprising;
determining by identification one or more performance events to monitor; acquiring data of one or more monitored performance events; comparing the acquired data with one or more predetermined event characteristic limits over a predetermined period in real-time or near real-time; and issuing an alert in response to compared acquired data exceeding the one or more predetermined event characteristic limits. - View Dependent Claims (23, 24, 25, 26, 27)
- computer readable program means for causing a computer to control an execution of an application to perform a method for detecting performance event data across a machine-to-machine (M2M) network indicative of anomalous performance, comprising;
Specification