Systems and Methods for Automatic Profiling of Network Event Sequences
First Claim
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1. A method to profile event sequences, comprising:
- a. creating a mixture model that simultaneously characterizes event pattern and time information;
b. estimating parameters for the mixture model; and
c. applying the mixture model to profile event sequences in computer networks.
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Abstract
Systems and methods are disclosed that profile event sequences by creating a mixture model from the event sequences; estimating parameters for the mixture model; and applying the mixture model to profile the event sequences.
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Citations
20 Claims
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1. A method to profile event sequences, comprising:
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a. creating a mixture model that simultaneously characterizes event pattern and time information; b. estimating parameters for the mixture model; and c. applying the mixture model to profile event sequences in computer networks. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A system to profile event sequences, comprising:
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a. a mixture model that simultaneously characterizes event pattern and time information; b. a parameter estimator coupled to the mixture model; and c. a user interface module to apply the mixture model to profile event sequences in computer networks. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification