Hi, I like to participate or contribute in this in any way possible . I am working as Tech architect in AMEX with 14 yrs of tech experience .
Thanks and Regards Himanshu > On 28-Jan-2018, at 2:11 PM, Krishna Kalyan <krishnakaly...@gmail.com> wrote: > > Hello Matthias and Nakul, > 4 more ideas that could be included. > > [Perftest] > - Compare runtime System-ML to Julia, R, Sklearn, Spark MLLib based on data > gen scripts. > - Prepare report with all the information about failed jobs, performance > information, perf info against other comparable projects/algorithms > (plotted/in plain text in CSV, PDF or another common format) > - Create a simple web application (Shiny / Heroku that can display these > statistics) > https://issues.apache.org/jira/browse/SYSTEMML-1451 > > [XGBoost] > It would be great to have XGBoost > https://issues.apache.org/jira/browse/SYSTEMML-978 > https://issues.apache.org/jira/browse/SYSTEMML-822 > > [ADAM W] > https://issues.apache.org/jira/browse/SYSTEMML-2018 > fast ai library has this fix already implemented > https://github.com/fastai/fastai/pull/46 > > [Straggler PRs] > - Add unit test > - Improve documentation > - Add more notebooks and examples > - Complete all easy/medium pending PRs > - Functionalize all algorithms > https://github.com/apache/systemml/pull/200 > https://github.com/apache/systemml/pull/589 > https://github.com/apache/systemml/pull/613 > > If it looks good, then I can create/ add these issues with gsoc2018 label. > > Regards, > Krishna > > > > >> On Sun, Jan 28, 2018 at 3:53 AM, Matthias Boehm <mboe...@gmail.com> wrote: >> >> yes, but we as mentors will help out as needed, especially on the initial >> language and compiler integration. Furthermore, it's a rather scalable >> project in the sense that it could also accommodate multiple students. For >> example, the different backends are fairly independent sub-projects. >> >> Regards, >> Matthias >> >>> On Sat, Jan 27, 2018 at 1:57 PM, Nakul Jindal <naku...@gmail.com> wrote: >>> >>> This is awesome! >>> I am guessing the goal is to have this epic be a summer worth of >>> mini-projects for a single GSoC student, isthat correct? >>> >>> >>> >>> On Fri, Jan 26, 2018 at 7:46 PM, Matthias Boehm <mboe...@gmail.com> >> wrote: >>> >>>> just FYI: I've created https://issues.apache.org/ >>> jira/browse/SYSTEMML-2083 >>>> with the gsoc2018 label. If you have additional project ideas, please >>> file >>>> the respective JIRAs. Thanks. >>>> >>>> Regards, >>>> Matthias >>>> >>>> On Mon, Jan 22, 2018 at 12:13 AM, Matthias Boehm <mboe...@gmail.com> >>>> wrote: >>>> >>>>> yes, that is a good idea and we should leverage this opportunity. I'm >>>>> happy to mentor a project as well, specifically on parameter server >>>>> architectures for distributed deep learning in SystemML. >>>>> >>>>> Right now we can emulate synchronous parameter servers with parfor, >> but >>>>> there are other architectures like asynchronous, stale-synchronous, >>>>> heterogeneity-aware, and decentralized, which we should support as >> well >>>> in >>>>> form of a dedicated runtime infrastructure similar to local/remote >>>> parfor. >>>>> If done right, we should be able to leverage common primitives in >>> parfor >>>>> and these parameter servers. >>>>> >>>>> Apart from better support for distributed deep learning, this would >>> bring >>>>> us much closer to the goal of a unified framework for large-scale >>> machine >>>>> learning as we would be the only framework that supports >> data-parallel >>>>> (distributed ops), task-parallel (parfor), and model-parallel >>> (parameter >>>>> server) execution strategies in a single system. >>>>> >>>>> I'll create an epic with sub tasks later this week. The goal would be >>> to >>>>> integrate these parameter servers with the underlying data-parallel >>>>> framework to have a common runtime for distributed operations and >>>>> automatically support all underlying resource schedulers such as >> YARN, >>>>> Mesos, and Kubernetes. Since the project is relatively large, we >> might >>>> need >>>>> to split it up into multiple GSoC projects along with multiple >> mentors. >>>>> >>>>> Regards, >>>>> Matthias >>>>> >>>>>> On 1/22/2018 8:53 AM, Nakul Jindal wrote: >>>>>> >>>>>> Hi Krishna, >>>>>> >>>>>> That is a great idea. Thank you for offering to be a >> mentor/co-mentor. >>>>>> I suggest that you think of a list of projects that you can mentor, >>>>>> discuss >>>>>> them on the mailing list and we can add them as JIRAs with the >>>> appropriate >>>>>> tags (as required by Apache). >>>>>> >>>>>> If there are students on this mailing list who want to suggest a >>> topic, >>>>>> that is very welcome too. If a mentor is willing to take it on, they >>>> will >>>>>> respond either here or on a JIRA. >>>>>> >>>>>> -Nakul >>>>>> >>>>>> >>>>>> >>>>>> On Sun, Jan 21, 2018 at 9:49 PM, Krishna Kalyan < >>>> krishnakaly...@gmail.com >>>>>>> >>>>>> wrote: >>>>>> >>>>>> Hello All, >>>>>>> I was wondering if system-ml community was planning to participate >> in >>>>>>> GSoC >>>>>>> this year. I had a wonderful time last year and learned a lot!. >>>>>>> >>>>>>> If we could have a couple of JIRAS for GSoC 2018 it would be >> great. I >>>> am >>>>>>> willing to help out as a mentor/ co-mentor if that is a bottleneck. >>>>>>> >>>>>>> >>>>>>> [1] GSoC Website (https://summerofcode.withgoogle.com/) >>>>>>> [2] GSoC Time Line (https://developers.google. >>>>>>> com/open-source/gsoc/timeline) >>>>>>> [3] GSoC 2017 JIRA (https://issues.apache.org/ >>>> jira/browse/SYSTEMML-1451) >>>>>>> >>>>>>> Regards, >>>>>>> Krishna >>>>>>> >>>>>>> >>>>>> >>>> >>> >>
