Machine Learning with the Elastic Stack by Rich Collier
Author:Rich Collier
Language: eng
Format: epub
Tags: COM018000 - COMPUTERS / Data Processing, COM062000 - COMPUTERS / Data Modeling and Design, COM021030 - COMPUTERS / Databases / Data Mining
Publisher: Packt Publishing
Published: 2019-01-31T05:59:03+00:00
In our example of detecting DNS tunneling, we will need to enable the collection of DNS data to see and detect the unusual outbound DNS queries.
In general, for data not originating from the Beats framework, it is advisable to enrich that data as much as possible before ingestion. This allows the data to be better understood and will ultimately allow for the data to be more comprehensively analyzed. Fortunately, the data that's originating from Beats is already rich with context.
Another aspect to think about is the index pattern naming convention; that is, if you desire to correlate the data across indices. In our example, our environment is made of three index patterns, as shown in the following screenshot:
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| Access | Data Mining |
| Data Modeling & Design | Data Processing |
| Data Warehousing | MySQL |
| Oracle | Other Databases |
| Relational Databases | SQL |
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