Is there a presentation up about this end-to-end example?
I'm looking into velox now - our internal model pipeline just saves factors to S3 and model server loads them periodically from S3 — Sent from Mailbox On Sat, Jun 20, 2015 at 9:46 PM, Debasish Das <debasish.da...@gmail.com> wrote: > Integration of model server with ML pipeline API. > On Sat, Jun 20, 2015 at 12:25 PM, Donald Szeto <don...@prediction.io> wrote: >> Mind if I ask what 1.3/1.4 ML features that you are looking for? >> >> >> On Saturday, June 20, 2015, 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 >>>>>> >>>>> >>>>> >>>> >>> >> >> -- >> Donald Szeto >> PredictionIO >> >>
