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.lublin...@lightbend.com>: > Yes, > I submitted a talk with Stavros on model serving > > > Boris Lublinsky > FDP Architect > boris.lublin...@lightbend.com > https://www.lightbend.com/ > > On Jul 3, 2017, at 1:18 PM, Robert Metzger <rmetz...@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 <fhue...@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.kontopou...@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 <fhue...@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.kontopou...@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 >> > > > >> > > >> > > > >
