Apparatus and method for prioritized grouping of data representing events
First Claim
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1. An apparatus having an at least one central processing unit and an at least one storage device, for the grouping and prioritizing of events, the apparatus comprising:
- a behavioral model builder component to generate and store a behavioral model, said behavioral model comprises;
at least one modeling event group, the modeling event group comprises an at least one modeling parameter classification associated with a parameter type wherein one or more parameter values are stored;
the modeling events group are associated with one or more events having similar parameter values.
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Abstract
An apparatus and method for the grouping and prioritization of data events using behavioral modeling. The number of events to be analyzed is reduced by generating a behavioral model comprising modeling events groups, by grouping similar events into event groups, by calculating and assigning priority indicators based on the characteristics of the event groups and the behavioral model.
97 Citations
27 Claims
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1. An apparatus having an at least one central processing unit and an at least one storage device, for the grouping and prioritizing of events, the apparatus comprising:
a behavioral model builder component to generate and store a behavioral model, said behavioral model comprises;
at least one modeling event group, the modeling event group comprises an at least one modeling parameter classification associated with a parameter type wherein one or more parameter values are stored;
themodeling events group are associated with one or more events having similar parameter values. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. Within a computerized platform having an at least one central processing unit and at least one storage device, a method for the grouping and prioritization of events, the method comprising:
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generating a behavioral model comprising one or more behavioral modeling event groups based on one or more characteristics of one or more modeling events;
grouping one or more events into an modeling event groups based on the characteristics of the events and based on the characteristics of one or more substantially matching modeling event groups in the behavioral model. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17)
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18. Within a computerized platform having an at least one central processing unit and at least one storage device, a method for the grouping and prioritization of events, the method comprising:
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receiving events to be analyzed;
calculating one or more event groups based on parameters values associated with the events;
for each event group associate an at least one modeling event group associated with a behavioral model;
determined match quality value for the event group based on the distance of the event group to the modeling event group in the behavioral model;
determined the number of patterns in the behavioral model that are violated with the parameters of the events in the events group;
factoring the number of violations with the match quality value of the event group; and
generating a priority value. - View Dependent Claims (19, 20, 21, 22, 23, 24, 25, 26)
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27. A computer readable storage medium containing a set of instructions for a general purpose computer, the set of instructions comprising and event analyzer, said event analyzer performing the following steps:
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receiving events to be analyzed;
calculating one or more event groups based on parameters values associated with the events;
for each event group associate a modeling event group associated with a behavioral model;
determined match quality value for the event group based on the distance of the event group to the modeling event group in the behavioral model;
determined the number of patterns in the behavioral model that are violated with the parameters of the events in the events group;
factoring the number of violations with the match quality value of the event group; and
generating a priority value.
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Specification