flink-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From Ventura Del Monte <venturadelmo...@gmail.com>
Subject Re: Machine Learning on Flink - Next steps
Date Mon, 20 Mar 2017 13:27:46 GMT
Hello everyone,

Here at DFKI, we are currently working on project that involves developing
open-source Online Machine Learning algorithms on top of Flink.
So far, we have simple moments, sampling (e.g.: simple reservoir sampling)
and sketches (e.g., Frequent Directions) built on top of scikit-like
abstractions and Flink's DataStream/KeyedStream.
Moreover, we have few industrial use cases and we are gonna validate our
implementation using real industrial data.
We plan to implement more advanced algorithms in the future as well as to
share our results with you and contribute, in case you are interested.

Best,
Ventura




This message, for the D. Lgs n. 196/2003 (Privacy Code), may contain
confidential and/or privileged information. If you are not the addressee or
authorized to receive this for the addressee, you must not use, copy,
disclose or take any action based on this message or any information
herein. If you have received this message in error, please advise the
sender immediately by reply e-mail and delete this message. Thank you for
your cooperation.

On Mon, Mar 20, 2017 at 12:26 PM, Tao Meng <oatgnem@gmail.com> wrote:

> Hi All,
>
> Sorry for joining this discussion late.
> My graduation thesis is about online learning system. I would build it on
> flink in the next three months.
>
> I'd like to contribute on:
>  - Online learning
>
>
>
>
> On Mon, Mar 20, 2017 at 6:51 PM Katherin Eri <katherinmail@gmail.com>
> wrote:
>
> Hello, Theodore
>
> Could you please move vectors of development and their prioritized
> positions from *## Executive summary* to the google doc?
>
>
>
> Could you please also create some table in google doc, that is representing
> the selected directions and persons, who would like to drive or participate
> in the particular topic, in order to make this process transparent for
> community and sum up current state of commitment of contributors?
>
> There we could simply inscribe us to some topic.
>
>
>
> And 1+ for CTR prediction case.
>
> вс, 19 мар. 2017 г. в 16:49, Theodore Vasiloudis <
> theodoros.vasiloudis@gmail.com>:
>
> > Hello Stavros,
> >
> > The way I thought we'd do it is that each shepherd would be responsible
> for
> > organizing the project: that includes setting up a Google doc, sending an
> > email to the dev list to inform the wider community, and if possible,
> > personally contacting the people who expressed interest in the project.
> >
> > Would you be willing to lead that effort for the model serving project?
> >
> > Regards,
> > Theodore
> >
> > --
> > Sent from a mobile device. May contain autocorrect errors.
> >
> > On Mar 19, 2017 3:49 AM, "Stavros Kontopoulos" <st.kontopoulos@gmail.com
> >
> > wrote:
> >
> > > Hi all...
> > >
> > > I agree about the tensorflow integration it seems to be important from
> > what
> > > I hear.
> > > Should we sign up somewhere for the working groups (gdcos)?
> > > I would like to start helping with the model serving feature.
> > >
> > > Best Regards,
> > > Stavros
> > >
> > > On Fri, Mar 17, 2017 at 10:34 PM, Gábor Hermann <mail@gaborhermann.com
> >
> > > wrote:
> > >
> > > > Hi Chen,
> > > >
> > > > Thanks for the input! :)
> > > >
> > > > There is already a project [1] for using TensorFlow models in Flink,
> > and
> > > > Theodore has suggested
> > > > to contact the author, Eron Wright for the model serving direction.
> > > >
> > > >
> > > > [1] http://sf.flink-forward.org/kb_sessions/introducing-flink-
> > > tensorflow/
> > > >
> > > > Cheers,
> > > > Gabor
> > > >
> > > >
> > > > On 2017-03-17 19:41, Chen Qin wrote:
> > > >
> > > >> [1]http://sf.flink-forward.org/kb_sessions/introducing-flink-te
> > > >> nsorflow/
> > > >>
> > > >
> > > >
> > >
> >
> --
>
> *Yours faithfully, *
>
> *Kate Eri.*
>

Mime
  • Unnamed multipart/alternative (inline, None, 0 bytes)
View raw message