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ADE detects anomalous time slices and messages in Linux logs (either RFC3164 or RFC5424 format) using statistical learning.

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- pom.xml
- pom.xml
- pom.xml
- - ade-ext.png
  - analysis.png
  - period-analysis.png
- paper.bib
- paper.md
.gitignore
.travis.yml
LICENSE
pom.xml
README.md
runSonarQubeAnalysis.sh
sonar-project.properties

// repository documentation

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# Anomaly Detection Engine for Linux Logs (ADE)

ADE can process a large numbers of logs from a large number of Linux systems to
create a compact summary of those logs. The summary identifies and
consolidates similar text strings into a single message example and assigns it
a key (message id). &nbsp;The summary determines if &nbsp;the
message id are being issued when expected, are being issued at the expected
rate during a time slice, and how often during the day are the message
or a similar message (same message id) issued.<br>

You can use those results to examine

- A set of logs to find anomalies which may be
helpful when attempting to find
the root cause of a problem or incident
- The currently generated logs to find anomalies which may be
helpful when attempting to find the cause of an on-going problem or incident

Please see http://openmainframeproject.github.io/ade/ for documentation on ADE.

## Releases

### Saw Kill 1.0.4

- Fix problems with timezone in Junit test
- Fix problems with year of test data in function test

### Fall Kill 1.0.3
[![CII Best Practices](https://bestpractices.coreinfrastructure.org/projects/378/badge)](https://bestpractices.coreinfrastructure.org/projects/378)

- Support for Core Infrastructure Initiative
   - add travis-ci build for every pull request
   - analyze every pull request with Sonarqube
   - store results of Sonarqube analysis at Sonarqube.com
- Add sample to mask sensitive data within Linux logs to allow sharing of logs
- Fix problem with train_test.sh
- Fix additional problems identified by Sonarqube

### Poesten Kill 1.0.2

- Support for changing analytics
   - command to check syntax of model (flowlayout.xml file)
   - command to print out statistical information contained within model file (.bin file) to text file
   - command to print out version of code and data base
- Multiple SonarQube(TM) issues fixed
- Fix to problem with regression test
- Wiki article "Example of reading ADE data into R objects"

### Esopus Creek 1.0.1

- Support for MariaDB(TM)
- Verify script - determine if sufficient messages are available to create a valid model
- Multiple SonarQube(TM) issues fixed
- Wiki article "Hints on how to update XSLT - tailor the output shown in a browser to problem"

### Initial release 1.0.0

- Parsing of Linux Logs in RFC5424 and RFC3164 format
- Splitting logs into time slices
- Handling wrapper messages
- Statistical analysis of logs
- Creates output

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