Denis, I believe it would make sense to use containers for all the benefits that containers bring.
On the other hand, I believe that using Sahara brings an easy of configuration to Meteos, because deploying and configuring Spark automatically on Meteos would be a bit of rework. Nonetheless, It does raise the question if Sahara should work with containers as well as VM. On Fri, Dec 16, 2016 at 6:09 PM, Denis Makogon <[email protected]> wrote: > Hello Hiroyuki. > > Congrats on public release. So, i'd like to clarify few things. I know > that for running ML jobs Meteos needs Spark instances and Meteos talks to > Sahara to deploy them. So, i'm not quite familiar with infrastructure > drives in Sahara, but would that make sense to work with Docker containers > rather than deploying virtual machines, the thing is spinning up a VM takes > a lot time, but Docker container takes 300ms to start. > > Kind regards, > Denis Makogon > > > 2016-12-16 7:14 GMT+02:00 Hiroyuki Eguchi <[email protected]>: > >> Hi all, >> >> >> >> I'm pleased to announce the release of Meteos. >> >> >> >> Meteos is Machine Learning as a Service (MLaaS) in Apache Spark. >> >> >> >> Meteos allows users to analyze huge amount of data and predict a value by >> data mining and machine learning algorithms. >> >> Meteos create a workspace of Machine Learning via sahara spark plugin and >> manage some resources and jobs regarding Machine Learning. >> >> >> >> Everyone can participate in this project as a user, developer, reviewer >> in the same way as another OpenStack projects. >> >> >> >> Please give it a try. >> >> If you find any requests and comments, please feel free to feedback. >> >> >> >> See the following documents to find the relevant information: >> >> >> >> [Wiki] >> >> https://wiki.openstack.org/wiki/Meteos >> >> >> >> [Installation Document] >> >> https://wiki.openstack.org/wiki/Meteos/Devstack >> >> >> >> [Examples] >> >> Predict a Sales Figures by using LinearRegression Model >> >> https://wiki.openstack.org/wiki/Meteos/ExampleLinear >> >> >> >> Make a Decision to buy a stock by using DecisionTree Model >> >> https://wiki.openstack.org/wiki/Meteos/ExampleDecisionTree >> >> >> >> Recommend a Movie by using Recommendation Model >> >> https://wiki.openstack.org/wiki/Meteos/ExampleRecommend >> >> >> >> Search Synonyms by using Word2Vec Model >> >> https://wiki.openstack.org/wiki/Meteos/ExampleWord2Vec >> >> >> >> >> >> Thanks. >> >> Hiroyuki Eguchi >> >> ____________________________________________________________ >> ______________ >> OpenStack Development Mailing List (not for usage questions) >> Unsubscribe: [email protected]?subject:unsubscrib >> e >> http://lists.openstack.org/cgi-bin/mailman/listinfo/openstack-dev >> >> > > __________________________________________________________________________ > OpenStack Development Mailing List (not for usage questions) > Unsubscribe: [email protected]?subject:unsubscribe > http://lists.openstack.org/cgi-bin/mailman/listinfo/openstack-dev > > -- [image: Red Hat] <http://www.redhat.com.br/> Telles Nobrega | Software Engineer Red Hat Brasil T: +55 11 3529-6000 | M: +55 11 9 9910-1689 Av. Brigadeiro Faria Lima 3900, 8° Andar. São Paulo, Brasil. RED HAT | TRIED. TESTED. TRUSTED. Saiba porque em redhat.com <https://www.redhat.com/pt-br/about/trusted>
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