+1.Submarine is already in use at our company（贝壳找房） and is performing. Looking forward to the next step to provide more features
dashuiguailu...@gmail.com From: Oliver Hu Date: 2019-07-19 07:50 To: Jeff Zhang CC: sid yu; Xun Liu; Hadoop Common; yarn-dev; Hdfs-dev; mapreduce-dev; submarine-dev Subject: Re: Any thoughts making Submarine a separate Apache project? +1 (non-binding). Make Submarine a separate project would make it easier to integrate with other components in the ML pipeline and expand cross platform. On Thu, Jul 18, 2019 at 2:48 AM Jeff Zhang <zjf...@gmail.com> wrote: > +1， This is Jeff Zhang from Zeppelin community. > Thanks Xun for bring this up. Submarine has been integrated into Zeppelin > several months ago, and I already see some early adoption of that in China. > AI is fast growing area, I believe moving into a separate project would be > helpful for Submarine to catch up with the new trend of AI and release more > new features quickly than before. > > > > sid yu <jiangyu1...@gmail.com> 于2019年7月18日周四 下午2:06写道： > > > +1 We are look forward to it. The idea is great. > > > > > On Jul 10, 2019, at 3:34 PM, Xun Liu <liu...@apache.org> wrote: > > > > > > Hi all, > > > > > > This is Xun Liu contributing to the Submarine project for deep learning > > > workloads running with big data workloads together on Hadoop clusters. > > > > > > There are a bunch of integrations of Submarine to other projects are > > > finished or going on, such as Apache Zeppelin, TonY, Azkaban. The next > > step > > > of Submarine is going to integrate with more projects like Apache > Arrow, > > > Redis, MLflow, etc. & be able to handle end-to-end machine learning use > > > cases like model serving, notebook management, advanced training > > > optimizations (like auto parameter tuning, memory cache optimizations > for > > > large datasets for training, etc.), and make it run on other platforms > > like > > > Kubernetes or natively on Cloud. LinkedIn also wants to donate TonY > > project > > > to Apache so we can put Submarine and TonY together to the same > codebase > > > (Page #30. > > > > > > https://www.slideshare.net/xkrogen/hadoop-meetup-jan-2019-tony-tensorflow-on-yarn-and-beyond#30 > > > ). > > > > > > This expands the scope of the original Submarine project in exciting > new > > > ways. Toward that end, would it make sense to create a separate > Submarine > > > project at Apache? This can make faster adoption of Submarine, and > allow > > > Submarine to grow to a full-blown machine learning platform. > > > > > > There will be lots of technical details to work out, but any initial > > > thoughts on this? > > > > > > Best Regards, > > > Xun Liu > > > > > > --------------------------------------------------------------------- > > To unsubscribe, e-mail: common-dev-unsubscr...@hadoop.apache.org > > For additional commands, e-mail: common-dev-h...@hadoop.apache.org > > > > > > -- > Best Regards > > Jeff Zhang >
