Right, how about some sort of REST API? Or through Ambari? What would you say 
was the best way to start the service, and of course to submit model artefacts? 

Simon

> On 18 Apr 2017, at 11:33, Otto Fowler <ottobackwa...@gmail.com> wrote:
> 
> In my mind, I didn’t want to deploy the service as a bash script or wrapped 
> in one, if I recall correctly.
> 
> 
> 
> On April 18, 2017 at 14:27:52, Simon Elliston Ball 
> (si...@simonellistonball.com <mailto:si...@simonellistonball.com>) wrote:
> 
>> Any particular issues, or things that didn’t work Otto? 
>> 
>> Simon 
>> 
>> 
>> > On 18 Apr 2017, at 11:26, Otto Fowler <ottobackwa...@gmail.com 
>> > <mailto:ottobackwa...@gmail.com>> wrote: 
>> > 
>> > I’ll try to take a look. There are a couple of things I wanted to do with 
>> > MaaS but could not 
>> > figure out because of a couple of limitations. I’d like to see if twill 
>> > offers more flexibility 
>> > 
>> > 
>> > 
>> > 
>> > On April 18, 2017 at 13:50:39, Nick Allen (n...@nickallen.org 
>> > <mailto:n...@nickallen.org>) wrote: 
>> > 
>> > I ran across the Apache Twill [1] project recently whose goal is to reduce 
>> > the complexity of developing distributed applications that run on YARN. My 
>> > first thought is that it might offer additional capabilities and/or 
>> > simplify our current MaaS implementation. 
>> > 
>> > Here are a list of features provided by Twill that I think might be useful 
>> > for MaaS. 
>> > 
>> > - Service discovery 
>> > - Elastic scaling 
>> > - High Availability 
>> > - Placement policies - Which rack/host should the model run on? 
>> > - Security - Kerberos ticket refresh? 
>> > 
>> > Just wanted to float the thought in the community and see if anyone has 
>> > experience with Twill. I need to do some more research myself. 
>> > 
>> > [1] http://twill.apache.org/ <http://twill.apache.org/> 
>> 

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