Potential use of Vertica for systems monitoring metrics/data

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Potential use of Vertica for systems monitoring metrics/data

Post by roland.hochmuth » Tue Nov 20, 2012 4:40 pm

I'm new to Vertica and looking into the potential use of Vertica for storing systems monitoring data for a very large cluster of systems. There are 100s if systems and many metrics for each system being reported, such as time-series data (cpu utilization, memory utilization, ...), health information (OK, warning, critical, ..), and other more complex data, such as a JSON payload, associated with the event. Normally, the time-series data is would be stored in RRD or Whisper files as a separate file for each metric. This makes it convenient to use tools such as Graphite/Carbon.

Has anyone done anything like this yet with Vertica and has any suggestions or could weigh in with the pros/cons of using Vertica as compared to storing time-series data in RRD or Whisper files? In a Whisper file the data would be added as a tuple (metric-name, value, timestamp).

It would be nice getting all the metric, health, and event information in a single database and then more complex analysis could occur on it and more easily compared/correlated against health information and events. I've read a few articles on using Vertica for time-series data at these links.

http://www.vertica.com/2010/06/08/readi ... -vertica-4
http://www.vertica.com/2010/09/27/gap-f ... ation-gfi/
http://www.vertica.com/2010/09/30/more- ... functions/
http://www.vertica.com/2011/06/20/repor ... aggerated/

I'm also wondering about suggestions on structuring the database. For example, there could be a single table in which all metrics are stored in a tuple (hostname-metric-name, value, timestamp) or (hostname, metric-name, value, timestamp) or each hostname-metric could be stored in a separate table.

Some of the things we would like to do with the data is visualize it, but also perform more complex statistics, such as comparing the current values of a metric (in a small time window) against the expected values (longer time window) for notification/alarming purposes.

Thanks --Roland

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Re: Potential use of Vertica for systems monitoring metrics/

Post by jpcavanaugh » Tue Nov 20, 2012 4:51 pm

Would love to talk with you about this - contact me at joe@vertica.com and I can fill you in on everything I know before you talk with a sales guy :)

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Re: Potential use of Vertica for systems monitoring metrics/data

Post by suresh » Thu Mar 10, 2016 10:39 am

Is there something that happened on this topic, looking for the similar solution
Use graphite web as frontend and vertica for the backend store of timeseries data, which can be used by HP BSM and graphite web and other monitoring tools.
Any success :-)

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