How to set up alerts on Ganglia?

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How can I set up Ganglia so that I get an email if a machine in the cluster is using, for example, greater than 95% of physical RAM?

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There is Open Source project on googlecode named ganglia-alert. This tool connects the gmetad and gets the data. You can configure the rules based on your requirement for sending the alerts.

I am planning to use this tool.

http://code.google.com/p/ganglia-alert/

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The easiest way is here: http://sourceforge.net/apps/trac/ganglia/wiki/ganglia_nagios_integration

You'll need to use nagios as your alerting system.