Out of curiosity why netty? What model are you serving? Velox doesn't look like it is optimized for cases like ALS recs, if that's what you mean. I think scoring ALS at scale in real time takes a fairly different approach. The servlet engine probably doesn't matter at all in comparison.
On Sat, Jun 20, 2015, 9:40 PM Debasish Das <debasish.da...@gmail.com> wrote: > After getting used to Scala, writing Java is too much work :-) > > I am looking for scala based project that's using netty at its core (spray > is one example). > > prediction.io is an option but that also looks quite complicated and not > using all the ML features that got added in 1.3/1.4 > > Velox built on top of ML / Keystone ML pipeline API and that's useful but > it is still using javax servlets which is not netty based. > > On Sat, Jun 20, 2015 at 10:25 AM, Sandy Ryza <sandy.r...@cloudera.com> > wrote: > >> Oops, that link was for Oryx 1. Here's the repo for Oryx 2: >> https://github.com/OryxProject/oryx >> >> On Sat, Jun 20, 2015 at 10:20 AM, Sandy Ryza <sandy.r...@cloudera.com> >> wrote: >> >>> Hi Debasish, >>> >>> The Oryx project (https://github.com/cloudera/oryx), which is Apache 2 >>> licensed, contains a model server that can serve models built with MLlib. >>> >>> -Sandy >>> >>> On Sat, Jun 20, 2015 at 8:00 AM, Charles Earl <charles.ce...@gmail.com> >>> wrote: >>> >>>> Is velox NOT open source? >>>> >>>> >>>> On Saturday, June 20, 2015, Debasish Das <debasish.da...@gmail.com> >>>> wrote: >>>> >>>>> Hi, >>>>> >>>>> The demo of end-to-end ML pipeline including the model server >>>>> component at Spark Summit was really cool. >>>>> >>>>> I was wondering if the Model Server component is based upon Velox or >>>>> it uses a completely different architecture. >>>>> >>>>> https://github.com/amplab/velox-modelserver >>>>> >>>>> We are looking for an open source version of model server to build >>>>> upon. >>>>> >>>>> Thanks. >>>>> Deb >>>>> >>>>> >>>> >>>> -- >>>> - Charles >>>> >>> >>> >> >
