Yes, and I prepared a basic talk on this exact topic. Slides here:
http://www.slideshare.net/srowen/anomaly-detection-with-apache-spark-41975155

This is elaborated in a chapter of an upcoming book that's available
in early release; you can look at the accompanying source code to get
some ideas too: https://github.com/sryza/aas/tree/master/kmeans

On Mon, Nov 24, 2014 at 10:17 PM, Natu Lauchande <nlaucha...@gmail.com> wrote:
> Hi all,
>
> I am getting started with Spark.
>
> I would like to use for a spike on anomaly detection in a massive stream of
> metrics.
>
> Can Spark easily handle this use case ?
>
> Thanks,
> Natu

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