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Posted to user@flink.apache.org by Jason Dai <ja...@gmail.com> on 2021/04/28 14:47:53 UTC

Fwd: [Announcement] Analytics Zoo 0.10.0 release

Hi Everyone,


I’m happy to announce the 0.10.0 release
<https://github.com/intel-analytics/analytics-zoo/releases/tag/v0.10.0> for
Analytics Zoo (distributed TensorFlow and PyTorch on Apache Spark/Flink &
Ray); the highlights of this release include:

   - A re-designed document website <https://analytics-zoo.readthedocs.io/>
   for the following improvements:
      - Orca
      <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Orca/Overview/orca.html>
      (simplified APIs for running distributed TF, PyTorch, BigDL and
OpenVINO on
      Spark/Ray)
      - RayOnSpark
      <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Ray/Overview/ray.html>
      (running Ray program inline with the Spark code)
      - Spark ML
      <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/nnframes.html>
      pipeline and Keras-like
      <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/keras-api.html>
      APIs for BigDL
      - Zouwu
      <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Zouwu/Overview/zouwu.html>
      (time series framework with AutoML)
      - Ready-to-run colab notebooks
      <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UserGuide/notebooks.html>
      (for Orca, RayOnSpark, Zouwu, etc.)


   - Experimental PPML
   <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/PPML/Overview/ppml.html>
   support for Privacy Preserving Big Data AI
      - Running unmodified Apache Spark/Flink and TF/PyTorch/BigDL/OpenVINO
      in a secure fashion on cloud



 Thanks,

-Jason

Re: [Announcement] Analytics Zoo 0.10.0 release

Posted by Jason Dai <ja...@gmail.com>.
Please See the following:
1) Analytics Zoo* PPML *supports running unmodified Flink programs in a
secure fashion on an untrusted cloud (
https://analytics-zoo.readthedocs.io/en/latest/doc/PPML/Overview/ppml.html#trusted-realtime-compute-and-ml
)

2)  Analytics Zoo *Cluster Serving* supports distributed real-time DL
(TensorFlow, PyTorch, BigDL, OpenVINO, etc.) model serving on Flink (see
https://analytics-zoo.github.io/master/#ClusterServingGuide/ProgrammingGuide/
- we are yet to migrate this page to the new document website).

Thanks,
-Jason

On Wed, Apr 28, 2021 at 11:27 PM Yik San Chan <ev...@gmail.com>
wrote:

> Hi Jason,
>
> Thanks for sharing. I look up the term "Flink" on
> https://analytics-zoo.readthedocs.io/en/latest/ but it doesn't even
> exist. Do you mind sharing how does it relate to Flink users?
>
> Best,
> Yik San
>
> On Wed, Apr 28, 2021 at 10:48 PM Jason Dai <ja...@gmail.com> wrote:
>
>> Hi Everyone,
>>
>>
>> I’m happy to announce the 0.10.0 release
>> <https://github.com/intel-analytics/analytics-zoo/releases/tag/v0.10.0>
>> for Analytics Zoo (distributed TensorFlow and PyTorch on Apache Spark/Flink
>> & Ray); the highlights of this release include:
>>
>>    - A re-designed document website
>>    <https://analytics-zoo.readthedocs.io/> for the following
>>    improvements:
>>       - Orca
>>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Orca/Overview/orca.html>
>>       (simplified APIs for running distributed TF, PyTorch, BigDL and OpenVINO on
>>       Spark/Ray)
>>       - RayOnSpark
>>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Ray/Overview/ray.html>
>>       (running Ray program inline with the Spark code)
>>       - Spark ML
>>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/nnframes.html>
>>       pipeline and Keras-like
>>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/keras-api.html>
>>       APIs for BigDL
>>       - Zouwu
>>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Zouwu/Overview/zouwu.html>
>>       (time series framework with AutoML)
>>       - Ready-to-run colab notebooks
>>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UserGuide/notebooks.html>
>>       (for Orca, RayOnSpark, Zouwu, etc.)
>>
>>
>>    - Experimental PPML
>>    <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/PPML/Overview/ppml.html>
>>    support for Privacy Preserving Big Data AI
>>       - Running unmodified Apache Spark/Flink and
>>       TF/PyTorch/BigDL/OpenVINO in a secure fashion on cloud
>>
>>
>>
>>  Thanks,
>>
>> -Jason
>>
>

Re: [Announcement] Analytics Zoo 0.10.0 release

Posted by Yik San Chan <ev...@gmail.com>.
Hi Jason,

Thanks for sharing. I look up the term "Flink" on
https://analytics-zoo.readthedocs.io/en/latest/ but it doesn't even exist.
Do you mind sharing how does it relate to Flink users?

Best,
Yik San

On Wed, Apr 28, 2021 at 10:48 PM Jason Dai <ja...@gmail.com> wrote:

> Hi Everyone,
>
>
> I’m happy to announce the 0.10.0 release
> <https://github.com/intel-analytics/analytics-zoo/releases/tag/v0.10.0>
> for Analytics Zoo (distributed TensorFlow and PyTorch on Apache Spark/Flink
> & Ray); the highlights of this release include:
>
>    - A re-designed document website
>    <https://analytics-zoo.readthedocs.io/> for the following improvements:
>       - Orca
>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Orca/Overview/orca.html>
>       (simplified APIs for running distributed TF, PyTorch, BigDL and OpenVINO on
>       Spark/Ray)
>       - RayOnSpark
>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Ray/Overview/ray.html>
>       (running Ray program inline with the Spark code)
>       - Spark ML
>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/nnframes.html>
>       pipeline and Keras-like
>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/keras-api.html>
>       APIs for BigDL
>       - Zouwu
>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Zouwu/Overview/zouwu.html>
>       (time series framework with AutoML)
>       - Ready-to-run colab notebooks
>       <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UserGuide/notebooks.html>
>       (for Orca, RayOnSpark, Zouwu, etc.)
>
>
>    - Experimental PPML
>    <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/PPML/Overview/ppml.html>
>    support for Privacy Preserving Big Data AI
>       - Running unmodified Apache Spark/Flink and
>       TF/PyTorch/BigDL/OpenVINO in a secure fashion on cloud
>
>
>
>  Thanks,
>
> -Jason
>