Online evaluation of MLLIB model

[Danilo Rizzo <da...@gmail.com>]

Hi All, I'm trying to create a ML pipeline that is in charge of the model
training.
In my use case I have the need to evaluate the mode in real time from an
external application; googling I saw that I can submit a spark job using
the submit API.

Not sure if this is the best way to achieve that, any thoughts? I'm
wondering if it is able to manage a lot of requests of model evaluation
keeping the response time faster enough to be used in a web application

-- 
Danilo Rizzo

Re: Online evaluation of MLLIB model

[Jacek Laskowski <ja...@japila.pl>]

No real time in Spark unless near real time is your real time :-)

Use Spark ML Pipeline API inside Spark Streaming workflow.

Jacek
On 13 Jul 2016 5:57 p.m., "Danilo Rizzo" <da...@gmail.com> wrote:

> Hi All, I'm trying to create a ML pipeline that is in charge of the model
> training.
> In my use case I have the need to evaluate the mode in real time from an
> external application; googling I saw that I can submit a spark job using
> the submit API.
>
> Not sure if this is the best way to achieve that, any thoughts? I'm
> wondering if it is able to manage a lot of requests of model evaluation
> keeping the response time faster enough to be used in a web application
>
> --
> Danilo Rizzo
>