SYSTEMS AND METHODS FOR SPATIALLY DISPLACED CORRELATION FOR DETECTING VALUE RANGES OF TRANSIENT CORRELATION IN MACHINE DATA OF ENTERPRISE SYSTEMS

摘要

Aspects of the present disclosure include systems and/or methods for detecting ranges of data that represent transient correlations in machine data corresponding to various hardware and/or software systems, such as enterprise systems employed by an information technology (“IT”) organization. In various aspects, the machine data may comprise one or more operational metrics that represent system performance, usage, and/or business activity of the enterprise system. The operational metrics may be used to identify operational issues within the enterprise system.

主权项

1. A method comprising:
generating, by one or more computing devices, a plurality of ranges of data based on a first dataset corresponding to a first metric describing a first performance of a system, wherein each range of data includes a first number of data points; and for each range of data of the plurality of ranges of data:
identify a second number of data points from a second dataset corresponding to a second metric describing a second performance of the system, the second number of data points corresponding to the respective range of data; anddetermine a correlation coefficient based on the first number of data points of the respective range of data and the second number of data points corresponding to the respective range of data; determine a representative correlation coefficient based on the correlation coefficient; and based on the representative correlation coefficient, storing an indication of whether or not the first dataset is correlated to the second dataset on the respective range of data of the representative correlation coefficient.