By now, you know that you input raw data into Splunk, but do you know what Splunk Enterprise does with your data and how to make it do this in a better way?
What Splunk does is it indexes your data, making it searchable knowledge (in the form of events). Moving from data inputs to searchable knowledge is known as the Splunk data pipeline process.
So, let's take a quick look at the Splunk data pipeline.
Once new data inputs are configured, Splunk picks up the new data that is generated and drops it into its parsing queue, where it waits for parsing to be done. This parsing includes the following:
Source and event typing
Character set normalization
Line termination identification
Timestamp identification and normalization
Event boundary identification
Regex transformation and parse-time field creation
After being sent through the Splunk parser, the data goes to an indexing queue where it waits for the Splunk indexer. The indexer...