Hi all, I added a document <https://docs.google.com/document/d/1CjWL9aLxPrKytKxUF5c3ohs0ickp0fdEXPsPYPEywsE/edit?usp=sharing> for the model serving effort. It is in draft mode feel free to drop a comment. Btw I have contacted Eron Wright and he is willing to help to that direction, I will keep all updated.
Best, Stavros On Mon, Mar 20, 2017 at 7:20 PM, Theodore Vasiloudis < theodoros.vasilou...@gmail.com> wrote: > Hello all, > > I've updated the original Gdoc [1] to include a table with coordinators > and people interested in contributing to the specific projects. With > this latest additions we have many people willing to contribute to > the online learning library, and 2 people who have shown interested > to at least one of the other projects. Feel free to reassign yourself > if you feel like it, these are all indicative of intention anyway, not > commitments (except for the coordinators). > > I don't think I'll have the time to set up the online learning doc this > week, > if anyone would like to jump ahead and do that feel free. > Gabor has already started it for the "fast-batch" project, and Stavros has > started with the model serving project as well :) > > @Ventura: I would love to see the design principles and abstractions you > have > created for that project, let us know if there is anything you can share > now. > > Regards, > Theodore > > > [1] > https://docs.google.com/document/d/1afQbvZBTV15qF3vobVWUjxQc49h3U > d06MIRhahtJ6dw/edit?usp=sharing > > On Mon, Mar 20, 2017 at 3:56 PM, Gábor Hermann <m...@gaborhermann.com> > wrote: > > > Hi all, > > > > @Theodore: > > +1 for the CTR use-case. Thanks for the suggestion! > > > > @Katherin: > > +1 for reflecting the choices made here and contributor commitment in > Gdoc. > > > > @Tao, @Ventura: > > It's great to here you have been working on ML on Flink :) > > I hope we can all aggregate our efforts somehow. It would be best if you > > could contribute some of your work. > > > > > > I've started putting together a Gdoc specifically for > *Offline/incremental > > learning on Streaming API*: > > https://docs.google.com/document/d/18BqoFTQ0dPkbyO-PWBMMpW5N > > l0pjobSubnWpW0_r8yA/ > > Right now you can comment/give suggestions there. I'd like to start a > > separate mailing list discussion as soon as there are enough contributors > > volunteering for this direction. For now, I'm trying to reflect the > > relevant part of the discussion here and the initial Gdoc [1]. > > > > > > [1] https://docs.google.com/document/d/1afQbvZBTV15qF3vobVWUjxQc > > 49h3Ud06MIRhahtJ6dw/ > > > > Cheers, > > Gabor > > > > > > On 2017-03-20 14:27, Ventura Del Monte wrote: > > > > 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 <oatg...@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 <katherinm...@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.vasilou...@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.kontopou...@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 < > m...@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.* > >>> > >>> > > >
