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 <evan.chanyik...@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 <jason....@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 >> >
