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Loggregation: Making Big Data Small Loggregation: Making Big Data Small

Last Updated: Mar. 27, 2022

Loggregation© is an automatic log clustering feature that condenses millions of log entries into a narrow set of patterns using machine learning. It does so by automatically analyzing each log record sent to Coralogix, then separating the log constants from its variables.

Let’s have a look.

1) Below you can see, 104k log entries from a certain query:

104k log entries from a certain query

2) Within seconds of clicking Templates, the 104k logs become grouped into their original patterns, thereby dramatically reducing the number of entries into 72 templates.

logs become grouped into their original patterns

As you can see below, we went from 104k entries to only 72 templates. There is also a display of how many times each pattern arrived, the ratio of each pattern, and a full visualization of all parameters. This serves as a major timesaver in terms of log analysis.

3) Have JSON format log data? no problem! Coralogix clusters your JSON’s into their unique appearances while allowing you to graphically view the different values including an automatic text clustering. 

4) For further analysis, you can click on any of the variables and immediately display a graph with relevant information.

click on any of the variables and immediately display a graph with relevant information

5) To further drill into a template, hover it and click the magnifying glass icon to the right side of it. 

In addition, clicking the pin icon at the top right corner of each visualization allows you to send that graph directly to your dashboard or Tags view in seconds:

That is it! Now you are ready to analyze a full day’s worth of data in a matter of minutes, including deep analysis of distributions and variables. Save time and resources with Coralogix!

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