Single metric Job

Now, we are going to create a single metric job for anomaly detection. We will check this for the total request received field by the application.  As we have already discussed, there is a single detector in a single metric job. This detector defines the types of analysis to perform, such as avg, max, and min. To create a single metric job, we need to follow these steps:

  • Click on the Create new job button on the machine learning page.
  • Select the index pattern for machine learning. Here, we will the pick server-metrics index of Elasticsearch.
  • From the Use a wizard section, we need to click on the Single metric option:

                 

  • Now, we need to provide the aggregation, field, and bucket span in order to run the ...

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