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US Patent 11521084 Anomaly detection in a data processing system

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Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
115210841
Patent Inventor Names
Jan Hoogerbrugge1
Date of Patent
December 6, 2022
1
Patent Application Number
168163461
Date Filed
March 12, 2020
1
Patent Citations
‌
US Patent 10846623 Data clean-up method for improving predictive model training
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US Patent 10917419 Systems and methods for anomaly detection
1
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US Patent 11057414 Asynchronous hidden markov models for internet metadata analytics
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US Patent 11204847 Machine learning model monitoring
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US Patent 11416369 Machine learning models for automated anomaly detection for application infrastructure components
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US Patent 11237939 Predictive anomaly detection framework
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US Patent 11418852 Detecting latency anomalies from pipeline components in cloud-based systems
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US Patent 10373056 Unsupervised model building for clustering and anomaly detection
...
Patent Primary Examiner
‌
Anil Khatri
1
CPC Code
‌
G06N 5/04
1
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G06N 20/10
1

A data processing system and a method for detecting an anomaly in the data processing system are provided. The method includes receiving a plurality of program counter values from a processing core of the data processing system. Each of the plurality of program counter values corresponds to an instruction being executed in the data processing system. A histogram is constructed using the plurality of program counter values. The histogram is provided to a machine learning (ML) model and used for training the ML model. If training has already been accomplished, the histogram is provided during inference operation of the ML model. The ML model and the histogram are used to detect an anomaly in the data processing system. If an anomaly is detected, an indication of the anomaly may be provided.

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