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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 <lildee1991 at gmail.com> 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 <h-eguchi at az.jp.nec.com>:
>
>> 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
>>
>> ____________________________________________________________
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>>
>
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