What is the Summary Index in Splunk?

Summary Index is used for storing historical time series data for statistical analysis, anomaly detection, and machine learning efforts. A summary index is a Splunk index that stores the results of a report that is scheduled. It enables you to run fast searches over large data sets by spreading the cost of a computationally expensive report over time. The Summary Index can be created like other Splunk Indexes.