Feedback filtering of time-series metric data
AssigneePalo Alto Networks, Inc.
InventorPhilip Simon Tuffs
Life of this patent
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AssigneePalo Alto Networks, Inc.
InventorPhilip Simon Tuffs
Estimating the term…
A cloud monitoring system is disclosed herein that uses a filtering paradigm after metric data aggregation and before storing in a repository that allows querying the metric data to significantly reduce the raw data stored into the repository. A persistence filter identifies extremal cloud metrics that are persistent across time windows, increasing the confidence that extremal metrics correspond to abnormal behavior. A cloud metric filter comprising a sequence of logical and statistical filters that are interchangeable in order and use allows for dynamic filtering of cloud data. The cloud metric filter has a feedback control loop to update the order and parameters of individual filters based on properties of filtered metric values. Intelligent filtering of cloud metric data yields a focused set of statistically significant metric data for monitoring and eliminates noisy metric data for normal behavior.
A method comprising:
A non-transitory, computer-readable medium having program code stored thereon, the program code comprising instructions to:
An apparatus comprising:
Dependencies are inferred from the claim text.