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Posted to dev@flink.apache.org by Robert Metzger <rm...@apache.org> on 2017/07/03 18:18:13 UTC
Re: [DISCUSS] FLIP proposal for Model Serving over Flink
Big +1 from my side on getting this effort started.
Users have asked for this and I would like to see some progress there.
Did anybody submit a talk about the ML efforts to Flink Forward Berlin this
year?
On Fri, Jun 30, 2017 at 6:04 PM, Fabian Hueske <fh...@gmail.com> wrote:
> Yes, I know that Theo is engaged in the ML efforts but wasn't sure how much
> he is involved in the model serving part (thought he was more into the
> online learning part).
> It would be great if Theo could help here!
>
> I just wanted to make sure that we find somebody to help bootstrapping.
>
> Cheers, Fabian
>
>
> 2017-06-30 17:52 GMT+02:00 Stavros Kontopoulos <st...@gmail.com>:
>
> > Hi Fabian,
> >
> > However, we should keep in mind that we need a committer to bootstrap the
> > > new module.
> >
> >
> > Absolutely I thought Theodore Vassiloudis could help, as an initial
> > committer.
> > Is this known? He is part of the effort btw.
> >
> > Best,
> > Stavros
> >
> > On Fri, Jun 30, 2017 at 6:42 PM, Fabian Hueske <fh...@gmail.com>
> wrote:
> >
> > > Thanks Stavros (and everybody else involved) for starting this effort
> and
> > > bringing the discussion back to the mailing list.
> > >
> > > As I said before, a model serving module/component would be a great
> > feature
> > > for Flink.
> > > I see the biggest advantage for such a module in the integration with
> the
> > > other APIs and libraries, such as DataStream, CEP, SQL.
> > >
> > > A FLIP would be a great way to continue your efforts and work on a
> design
> > > for the component.
> > >
> > > However, we should keep in mind that we need a committer to bootstrap
> the
> > > new module.
> > > As people are contributing to the model serving module, the number of
> > > committers should hopefully grow after some time.
> > >
> > > Best, Fabian
> > >
> > > 2017-06-30 10:58 GMT+02:00 Stavros Kontopoulos <
> st.kontopoulos@gmail.com
> > >:
> > >
> > > > Hi all,
> > > >
> > > > After coordinating with Theodore Vasiloudis and the guys behind the
> > Flink
> > > > Model Serving effort (Eron, Radicalbit people, Boris, Bas (ING)), we
> > > > propose to start working on the model serving over Flink in a more
> > > official
> > > > way.
> > > > That translates to capturing design details in a FLIP document.
> > > >
> > > > Please let's discuss and vote whether you think this FLIP would be
> > > viable.
> > > >
> > > > Model Serving as a Flink component might involve a lot of work and we
> > > need
> > > > to commit to support it in future Flink releases.
> > > >
> > > > In the mean time a lot of people have joined Flink ml slack channel (
> > > > https://flinkml.slack.com, https://flinkml-invites.herokuapp.com/)
> > and I
> > > > think its time to try get them gradually on board.
> > > >
> > > > So far we have several efforts hosted here:
> https://github.com/FlinkML
> > > >
> > > > Related documents for what we are doing:
> > > >
> > > > Flink ML roadmap
> > > >
> > > > https://docs.google.com/document/d/1afQbvZBTV15qF3vobVWUjxQc49h3U
> > > > d06MIRhahtJ6dw/edit
> > > >
> > > > Flink MS
> > > >
> > > > https://docs.google.com/document/d/1CjWL9aLxPrKytKxUF5c3ohs0ickp0
> > > > fdEXPsPYPEywsE/edit#
> > > >
> > > > PS. I will work on the last document the next few days to consolidate
> > > > effort results to some extend and break work down.
> > > > Our target is to provide a generic API based on some plugin
> > architecture
> > > to
> > > > serve different popular models/pipelines along with custom ones over
> > > flink.
> > > >
> > > > Best,
> > > > Stavros
> > > >
> > >
> >
>
Re: [DISCUSS] FLIP proposal for Model Serving over Flink
Posted by Stavros Kontopoulos <st...@gmail.com>.
Thanx Fabian! I asked Robert for that already, but I will let you know then
:)
Best,
Stavros
On Thu, Jul 6, 2017 at 10:10 PM, Fabian Hueske <fh...@gmail.com> wrote:
> Great, thank you Theodore!
>
> @Stavros Let me know when you need edit permissions to add the FLIP to the
> wiki.
>
> Cheers,
> Fabian
>
> 2017-07-06 2:33 GMT+02:00 Theodore Vasiloudis <
> theodoros.vasiloudis@gmail.com>:
>
> > Hello all,
> >
> > I just wanted to indicate that I would be very willing to help out with
> > code reviews
> > for this project and participating in design discussions.
> >
> > But I should note that I don' think I'll have time to contribute code
> until
> > I get back to Stockholm in September.
> >
> > Regards,
> > Theodore
> >
> > On Tue, Jul 4, 2017 at 9:41 AM, Andrea Spina <andrea.spina@radicalbit.io
> >
> > wrote:
> >
> > > Hi all,
> > > yes, we did too. We - from Radicalbit - have submitted a talk focused
> > > on the recently released flink-jpmml library about model serving.
> > > Lately, it became part of the FlinkML project.
> > >
> > > Cheers, Andrea
> > >
> > > 2017-07-04 16:14 GMT+02:00 Boris Lublinsky <
> > boris.lublinsky@lightbend.com
> > > >:
> > > > Yes,
> > > > I submitted a talk with Stavros on model serving
> > > >
> > > >
> > > > Boris Lublinsky
> > > > FDP Architect
> > > > boris.lublinsky@lightbend.com
> > > > https://www.lightbend.com/
> > > >
> > > > On Jul 3, 2017, at 1:18 PM, Robert Metzger <rm...@apache.org>
> > wrote:
> > > >
> > > > Big +1 from my side on getting this effort started.
> > > >
> > > > Users have asked for this and I would like to see some progress
> there.
> > > > Did anybody submit a talk about the ML efforts to Flink Forward
> Berlin
> > > this
> > > > year?
> > > >
> > > > On Fri, Jun 30, 2017 at 6:04 PM, Fabian Hueske <fh...@gmail.com>
> > > wrote:
> > > >>
> > > >> Yes, I know that Theo is engaged in the ML efforts but wasn't sure
> how
> > > >> much
> > > >> he is involved in the model serving part (thought he was more into
> the
> > > >> online learning part).
> > > >> It would be great if Theo could help here!
> > > >>
> > > >> I just wanted to make sure that we find somebody to help
> > bootstrapping.
> > > >>
> > > >> Cheers, Fabian
> > > >>
> > > >>
> > > >> 2017-06-30 17:52 GMT+02:00 Stavros Kontopoulos <
> > > st.kontopoulos@gmail.com>:
> > > >>
> > > >> > Hi Fabian,
> > > >> >
> > > >> > However, we should keep in mind that we need a committer to
> > bootstrap
> > > >> > the
> > > >> > > new module.
> > > >> >
> > > >> >
> > > >> > Absolutely I thought Theodore Vassiloudis could help, as an
> initial
> > > >> > committer.
> > > >> > Is this known? He is part of the effort btw.
> > > >> >
> > > >> > Best,
> > > >> > Stavros
> > > >> >
> > > >> > On Fri, Jun 30, 2017 at 6:42 PM, Fabian Hueske <fhueske@gmail.com
> >
> > > >> > wrote:
> > > >> >
> > > >> > > Thanks Stavros (and everybody else involved) for starting this
> > > effort
> > > >> > > and
> > > >> > > bringing the discussion back to the mailing list.
> > > >> > >
> > > >> > > As I said before, a model serving module/component would be a
> > great
> > > >> > feature
> > > >> > > for Flink.
> > > >> > > I see the biggest advantage for such a module in the integration
> > > with
> > > >> > > the
> > > >> > > other APIs and libraries, such as DataStream, CEP, SQL.
> > > >> > >
> > > >> > > A FLIP would be a great way to continue your efforts and work
> on a
> > > >> > > design
> > > >> > > for the component.
> > > >> > >
> > > >> > > However, we should keep in mind that we need a committer to
> > > bootstrap
> > > >> > > the
> > > >> > > new module.
> > > >> > > As people are contributing to the model serving module, the
> number
> > > of
> > > >> > > committers should hopefully grow after some time.
> > > >> > >
> > > >> > > Best, Fabian
> > > >> > >
> > > >> > > 2017-06-30 10:58 GMT+02:00 Stavros Kontopoulos
> > > >> > > <st.kontopoulos@gmail.com
> > > >> > >:
> > > >> > >
> > > >> > > > Hi all,
> > > >> > > >
> > > >> > > > After coordinating with Theodore Vasiloudis and the guys
> behind
> > > the
> > > >> > Flink
> > > >> > > > Model Serving effort (Eron, Radicalbit people, Boris, Bas
> > (ING)),
> > > we
> > > >> > > > propose to start working on the model serving over Flink in a
> > more
> > > >> > > official
> > > >> > > > way.
> > > >> > > > That translates to capturing design details in a FLIP
> document.
> > > >> > > >
> > > >> > > > Please let's discuss and vote whether you think this FLIP
> would
> > be
> > > >> > > viable.
> > > >> > > >
> > > >> > > > Model Serving as a Flink component might involve a lot of work
> > and
> > > >> > > > we
> > > >> > > need
> > > >> > > > to commit to support it in future Flink releases.
> > > >> > > >
> > > >> > > > In the mean time a lot of people have joined Flink ml slack
> > > channel
> > > >> > > > (
> > > >> > > > https://flinkml.slack.com, https://flinkml-invites.
> > herokuapp.com/
> > > )
> > > >> > and I
> > > >> > > > think its time to try get them gradually on board.
> > > >> > > >
> > > >> > > > So far we have several efforts hosted here:
> > > >> > > > https://github.com/FlinkML
> > > >> > > >
> > > >> > > > Related documents for what we are doing:
> > > >> > > >
> > > >> > > > Flink ML roadmap
> > > >> > > >
> > > >> > > > https://docs.google.com/document/d/
> > 1afQbvZBTV15qF3vobVWUjxQc49h3U
> > > >> > > > d06MIRhahtJ6dw/edit
> > > >> > > >
> > > >> > > > Flink MS
> > > >> > > >
> > > >> > > > https://docs.google.com/document/d/
> > 1CjWL9aLxPrKytKxUF5c3ohs0ickp0
> > > >> > > > fdEXPsPYPEywsE/edit#
> > > >> > > >
> > > >> > > > PS. I will work on the last document the next few days to
> > > >> > > > consolidate
> > > >> > > > effort results to some extend and break work down.
> > > >> > > > Our target is to provide a generic API based on some plugin
> > > >> > architecture
> > > >> > > to
> > > >> > > > serve different popular models/pipelines along with custom
> ones
> > > over
> > > >> > > flink.
> > > >> > > >
> > > >> > > > Best,
> > > >> > > > Stavros
> > > >> > > >
> > > >> > >
> > > >> >
> > > >
> > > >
> > > >
> > >
> >
>
Re: [DISCUSS] FLIP proposal for Model Serving over Flink
Posted by Fabian Hueske <fh...@gmail.com>.
Great, thank you Theodore!
@Stavros Let me know when you need edit permissions to add the FLIP to the
wiki.
Cheers,
Fabian
2017-07-06 2:33 GMT+02:00 Theodore Vasiloudis <
theodoros.vasiloudis@gmail.com>:
> Hello all,
>
> I just wanted to indicate that I would be very willing to help out with
> code reviews
> for this project and participating in design discussions.
>
> But I should note that I don' think I'll have time to contribute code until
> I get back to Stockholm in September.
>
> Regards,
> Theodore
>
> On Tue, Jul 4, 2017 at 9:41 AM, Andrea Spina <an...@radicalbit.io>
> wrote:
>
> > Hi all,
> > yes, we did too. We - from Radicalbit - have submitted a talk focused
> > on the recently released flink-jpmml library about model serving.
> > Lately, it became part of the FlinkML project.
> >
> > Cheers, Andrea
> >
> > 2017-07-04 16:14 GMT+02:00 Boris Lublinsky <
> boris.lublinsky@lightbend.com
> > >:
> > > Yes,
> > > I submitted a talk with Stavros on model serving
> > >
> > >
> > > Boris Lublinsky
> > > FDP Architect
> > > boris.lublinsky@lightbend.com
> > > https://www.lightbend.com/
> > >
> > > On Jul 3, 2017, at 1:18 PM, Robert Metzger <rm...@apache.org>
> wrote:
> > >
> > > Big +1 from my side on getting this effort started.
> > >
> > > Users have asked for this and I would like to see some progress there.
> > > Did anybody submit a talk about the ML efforts to Flink Forward Berlin
> > this
> > > year?
> > >
> > > On Fri, Jun 30, 2017 at 6:04 PM, Fabian Hueske <fh...@gmail.com>
> > wrote:
> > >>
> > >> Yes, I know that Theo is engaged in the ML efforts but wasn't sure how
> > >> much
> > >> he is involved in the model serving part (thought he was more into the
> > >> online learning part).
> > >> It would be great if Theo could help here!
> > >>
> > >> I just wanted to make sure that we find somebody to help
> bootstrapping.
> > >>
> > >> Cheers, Fabian
> > >>
> > >>
> > >> 2017-06-30 17:52 GMT+02:00 Stavros Kontopoulos <
> > st.kontopoulos@gmail.com>:
> > >>
> > >> > Hi Fabian,
> > >> >
> > >> > However, we should keep in mind that we need a committer to
> bootstrap
> > >> > the
> > >> > > new module.
> > >> >
> > >> >
> > >> > Absolutely I thought Theodore Vassiloudis could help, as an initial
> > >> > committer.
> > >> > Is this known? He is part of the effort btw.
> > >> >
> > >> > Best,
> > >> > Stavros
> > >> >
> > >> > On Fri, Jun 30, 2017 at 6:42 PM, Fabian Hueske <fh...@gmail.com>
> > >> > wrote:
> > >> >
> > >> > > Thanks Stavros (and everybody else involved) for starting this
> > effort
> > >> > > and
> > >> > > bringing the discussion back to the mailing list.
> > >> > >
> > >> > > As I said before, a model serving module/component would be a
> great
> > >> > feature
> > >> > > for Flink.
> > >> > > I see the biggest advantage for such a module in the integration
> > with
> > >> > > the
> > >> > > other APIs and libraries, such as DataStream, CEP, SQL.
> > >> > >
> > >> > > A FLIP would be a great way to continue your efforts and work on a
> > >> > > design
> > >> > > for the component.
> > >> > >
> > >> > > However, we should keep in mind that we need a committer to
> > bootstrap
> > >> > > the
> > >> > > new module.
> > >> > > As people are contributing to the model serving module, the number
> > of
> > >> > > committers should hopefully grow after some time.
> > >> > >
> > >> > > Best, Fabian
> > >> > >
> > >> > > 2017-06-30 10:58 GMT+02:00 Stavros Kontopoulos
> > >> > > <st.kontopoulos@gmail.com
> > >> > >:
> > >> > >
> > >> > > > Hi all,
> > >> > > >
> > >> > > > After coordinating with Theodore Vasiloudis and the guys behind
> > the
> > >> > Flink
> > >> > > > Model Serving effort (Eron, Radicalbit people, Boris, Bas
> (ING)),
> > we
> > >> > > > propose to start working on the model serving over Flink in a
> more
> > >> > > official
> > >> > > > way.
> > >> > > > That translates to capturing design details in a FLIP document.
> > >> > > >
> > >> > > > Please let's discuss and vote whether you think this FLIP would
> be
> > >> > > viable.
> > >> > > >
> > >> > > > Model Serving as a Flink component might involve a lot of work
> and
> > >> > > > we
> > >> > > need
> > >> > > > to commit to support it in future Flink releases.
> > >> > > >
> > >> > > > In the mean time a lot of people have joined Flink ml slack
> > channel
> > >> > > > (
> > >> > > > https://flinkml.slack.com, https://flinkml-invites.
> herokuapp.com/
> > )
> > >> > and I
> > >> > > > think its time to try get them gradually on board.
> > >> > > >
> > >> > > > So far we have several efforts hosted here:
> > >> > > > https://github.com/FlinkML
> > >> > > >
> > >> > > > Related documents for what we are doing:
> > >> > > >
> > >> > > > Flink ML roadmap
> > >> > > >
> > >> > > > https://docs.google.com/document/d/
> 1afQbvZBTV15qF3vobVWUjxQc49h3U
> > >> > > > d06MIRhahtJ6dw/edit
> > >> > > >
> > >> > > > Flink MS
> > >> > > >
> > >> > > > https://docs.google.com/document/d/
> 1CjWL9aLxPrKytKxUF5c3ohs0ickp0
> > >> > > > fdEXPsPYPEywsE/edit#
> > >> > > >
> > >> > > > PS. I will work on the last document the next few days to
> > >> > > > consolidate
> > >> > > > effort results to some extend and break work down.
> > >> > > > Our target is to provide a generic API based on some plugin
> > >> > architecture
> > >> > > to
> > >> > > > serve different popular models/pipelines along with custom ones
> > over
> > >> > > flink.
> > >> > > >
> > >> > > > Best,
> > >> > > > Stavros
> > >> > > >
> > >> > >
> > >> >
> > >
> > >
> > >
> >
>
Re: [DISCUSS] FLIP proposal for Model Serving over Flink
Posted by Theodore Vasiloudis <th...@gmail.com>.
Hello all,
I just wanted to indicate that I would be very willing to help out with
code reviews
for this project and participating in design discussions.
But I should note that I don' think I'll have time to contribute code until
I get back to Stockholm in September.
Regards,
Theodore
On Tue, Jul 4, 2017 at 9:41 AM, Andrea Spina <an...@radicalbit.io>
wrote:
> Hi all,
> yes, we did too. We - from Radicalbit - have submitted a talk focused
> on the recently released flink-jpmml library about model serving.
> Lately, it became part of the FlinkML project.
>
> Cheers, Andrea
>
> 2017-07-04 16:14 GMT+02:00 Boris Lublinsky <boris.lublinsky@lightbend.com
> >:
> > Yes,
> > I submitted a talk with Stavros on model serving
> >
> >
> > Boris Lublinsky
> > FDP Architect
> > boris.lublinsky@lightbend.com
> > https://www.lightbend.com/
> >
> > On Jul 3, 2017, at 1:18 PM, Robert Metzger <rm...@apache.org> wrote:
> >
> > Big +1 from my side on getting this effort started.
> >
> > Users have asked for this and I would like to see some progress there.
> > Did anybody submit a talk about the ML efforts to Flink Forward Berlin
> this
> > year?
> >
> > On Fri, Jun 30, 2017 at 6:04 PM, Fabian Hueske <fh...@gmail.com>
> wrote:
> >>
> >> Yes, I know that Theo is engaged in the ML efforts but wasn't sure how
> >> much
> >> he is involved in the model serving part (thought he was more into the
> >> online learning part).
> >> It would be great if Theo could help here!
> >>
> >> I just wanted to make sure that we find somebody to help bootstrapping.
> >>
> >> Cheers, Fabian
> >>
> >>
> >> 2017-06-30 17:52 GMT+02:00 Stavros Kontopoulos <
> st.kontopoulos@gmail.com>:
> >>
> >> > Hi Fabian,
> >> >
> >> > However, we should keep in mind that we need a committer to bootstrap
> >> > the
> >> > > new module.
> >> >
> >> >
> >> > Absolutely I thought Theodore Vassiloudis could help, as an initial
> >> > committer.
> >> > Is this known? He is part of the effort btw.
> >> >
> >> > Best,
> >> > Stavros
> >> >
> >> > On Fri, Jun 30, 2017 at 6:42 PM, Fabian Hueske <fh...@gmail.com>
> >> > wrote:
> >> >
> >> > > Thanks Stavros (and everybody else involved) for starting this
> effort
> >> > > and
> >> > > bringing the discussion back to the mailing list.
> >> > >
> >> > > As I said before, a model serving module/component would be a great
> >> > feature
> >> > > for Flink.
> >> > > I see the biggest advantage for such a module in the integration
> with
> >> > > the
> >> > > other APIs and libraries, such as DataStream, CEP, SQL.
> >> > >
> >> > > A FLIP would be a great way to continue your efforts and work on a
> >> > > design
> >> > > for the component.
> >> > >
> >> > > However, we should keep in mind that we need a committer to
> bootstrap
> >> > > the
> >> > > new module.
> >> > > As people are contributing to the model serving module, the number
> of
> >> > > committers should hopefully grow after some time.
> >> > >
> >> > > Best, Fabian
> >> > >
> >> > > 2017-06-30 10:58 GMT+02:00 Stavros Kontopoulos
> >> > > <st.kontopoulos@gmail.com
> >> > >:
> >> > >
> >> > > > Hi all,
> >> > > >
> >> > > > After coordinating with Theodore Vasiloudis and the guys behind
> the
> >> > Flink
> >> > > > Model Serving effort (Eron, Radicalbit people, Boris, Bas (ING)),
> we
> >> > > > propose to start working on the model serving over Flink in a more
> >> > > official
> >> > > > way.
> >> > > > That translates to capturing design details in a FLIP document.
> >> > > >
> >> > > > Please let's discuss and vote whether you think this FLIP would be
> >> > > viable.
> >> > > >
> >> > > > Model Serving as a Flink component might involve a lot of work and
> >> > > > we
> >> > > need
> >> > > > to commit to support it in future Flink releases.
> >> > > >
> >> > > > In the mean time a lot of people have joined Flink ml slack
> channel
> >> > > > (
> >> > > > https://flinkml.slack.com, https://flinkml-invites.herokuapp.com/
> )
> >> > and I
> >> > > > think its time to try get them gradually on board.
> >> > > >
> >> > > > So far we have several efforts hosted here:
> >> > > > https://github.com/FlinkML
> >> > > >
> >> > > > Related documents for what we are doing:
> >> > > >
> >> > > > Flink ML roadmap
> >> > > >
> >> > > > https://docs.google.com/document/d/1afQbvZBTV15qF3vobVWUjxQc49h3U
> >> > > > d06MIRhahtJ6dw/edit
> >> > > >
> >> > > > Flink MS
> >> > > >
> >> > > > https://docs.google.com/document/d/1CjWL9aLxPrKytKxUF5c3ohs0ickp0
> >> > > > fdEXPsPYPEywsE/edit#
> >> > > >
> >> > > > PS. I will work on the last document the next few days to
> >> > > > consolidate
> >> > > > effort results to some extend and break work down.
> >> > > > Our target is to provide a generic API based on some plugin
> >> > architecture
> >> > > to
> >> > > > serve different popular models/pipelines along with custom ones
> over
> >> > > flink.
> >> > > >
> >> > > > Best,
> >> > > > Stavros
> >> > > >
> >> > >
> >> >
> >
> >
> >
>
Re: [DISCUSS] FLIP proposal for Model Serving over Flink
Posted by Andrea Spina <an...@radicalbit.io>.
Hi all,
yes, we did too. We - from Radicalbit - have submitted a talk focused
on the recently released flink-jpmml library about model serving.
Lately, it became part of the FlinkML project.
Cheers, Andrea
2017-07-04 16:14 GMT+02:00 Boris Lublinsky <bo...@lightbend.com>:
> Yes,
> I submitted a talk with Stavros on model serving
>
>
> Boris Lublinsky
> FDP Architect
> boris.lublinsky@lightbend.com
> https://www.lightbend.com/
>
> On Jul 3, 2017, at 1:18 PM, Robert Metzger <rm...@apache.org> wrote:
>
> Big +1 from my side on getting this effort started.
>
> Users have asked for this and I would like to see some progress there.
> Did anybody submit a talk about the ML efforts to Flink Forward Berlin this
> year?
>
> On Fri, Jun 30, 2017 at 6:04 PM, Fabian Hueske <fh...@gmail.com> wrote:
>>
>> Yes, I know that Theo is engaged in the ML efforts but wasn't sure how
>> much
>> he is involved in the model serving part (thought he was more into the
>> online learning part).
>> It would be great if Theo could help here!
>>
>> I just wanted to make sure that we find somebody to help bootstrapping.
>>
>> Cheers, Fabian
>>
>>
>> 2017-06-30 17:52 GMT+02:00 Stavros Kontopoulos <st...@gmail.com>:
>>
>> > Hi Fabian,
>> >
>> > However, we should keep in mind that we need a committer to bootstrap
>> > the
>> > > new module.
>> >
>> >
>> > Absolutely I thought Theodore Vassiloudis could help, as an initial
>> > committer.
>> > Is this known? He is part of the effort btw.
>> >
>> > Best,
>> > Stavros
>> >
>> > On Fri, Jun 30, 2017 at 6:42 PM, Fabian Hueske <fh...@gmail.com>
>> > wrote:
>> >
>> > > Thanks Stavros (and everybody else involved) for starting this effort
>> > > and
>> > > bringing the discussion back to the mailing list.
>> > >
>> > > As I said before, a model serving module/component would be a great
>> > feature
>> > > for Flink.
>> > > I see the biggest advantage for such a module in the integration with
>> > > the
>> > > other APIs and libraries, such as DataStream, CEP, SQL.
>> > >
>> > > A FLIP would be a great way to continue your efforts and work on a
>> > > design
>> > > for the component.
>> > >
>> > > However, we should keep in mind that we need a committer to bootstrap
>> > > the
>> > > new module.
>> > > As people are contributing to the model serving module, the number of
>> > > committers should hopefully grow after some time.
>> > >
>> > > Best, Fabian
>> > >
>> > > 2017-06-30 10:58 GMT+02:00 Stavros Kontopoulos
>> > > <st.kontopoulos@gmail.com
>> > >:
>> > >
>> > > > Hi all,
>> > > >
>> > > > After coordinating with Theodore Vasiloudis and the guys behind the
>> > Flink
>> > > > Model Serving effort (Eron, Radicalbit people, Boris, Bas (ING)), we
>> > > > propose to start working on the model serving over Flink in a more
>> > > official
>> > > > way.
>> > > > That translates to capturing design details in a FLIP document.
>> > > >
>> > > > Please let's discuss and vote whether you think this FLIP would be
>> > > viable.
>> > > >
>> > > > Model Serving as a Flink component might involve a lot of work and
>> > > > we
>> > > need
>> > > > to commit to support it in future Flink releases.
>> > > >
>> > > > In the mean time a lot of people have joined Flink ml slack channel
>> > > > (
>> > > > https://flinkml.slack.com, https://flinkml-invites.herokuapp.com/)
>> > and I
>> > > > think its time to try get them gradually on board.
>> > > >
>> > > > So far we have several efforts hosted here:
>> > > > https://github.com/FlinkML
>> > > >
>> > > > Related documents for what we are doing:
>> > > >
>> > > > Flink ML roadmap
>> > > >
>> > > > https://docs.google.com/document/d/1afQbvZBTV15qF3vobVWUjxQc49h3U
>> > > > d06MIRhahtJ6dw/edit
>> > > >
>> > > > Flink MS
>> > > >
>> > > > https://docs.google.com/document/d/1CjWL9aLxPrKytKxUF5c3ohs0ickp0
>> > > > fdEXPsPYPEywsE/edit#
>> > > >
>> > > > PS. I will work on the last document the next few days to
>> > > > consolidate
>> > > > effort results to some extend and break work down.
>> > > > Our target is to provide a generic API based on some plugin
>> > architecture
>> > > to
>> > > > serve different popular models/pipelines along with custom ones over
>> > > flink.
>> > > >
>> > > > Best,
>> > > > Stavros
>> > > >
>> > >
>> >
>
>
>