ANOMALY DETECTION SERVICE

摘要

Systems and methods are provided for analyzing operating metrics of monitored metric sources. Aspects of the present disclosure may present for display information associated with the monitored metric source and the analysis of its operating metrics. Analysis comprises determination of reference values and tolerance levels which represent allowable deviations from the reference values. Input data includes a measurement of an operating parameter and a time stamp. Input data may be saved to a data store for using in future analysis of other input data. When input data is determined to be outside the tolerance level, notifications may be issued to alert administrators or systems of the anomaly.

主权项

1. A system comprising:
a memory storing data regarding operating parameters related to the performance of a computing system; and a computer processor in communication with the memory, the computer processor programmed by computer-executable instructions to at least:
receive, from a monitored source, input data for an operating parameter at a first time;determine a predicted value for the operating parameter that is expected at a future time;determine a permitted relationship between the predicted value and updated input data for the operating parameter that is expected at the future time;receive updated input data for the operating parameter at the future time;determine that the updated input data for the operating parameter at the future time does not satisfy the permitted relationship; andin response to determining that the updated input data for the operating parameter at the future time does not satisfy the permitted relationship, identify an anomaly detection.