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Migrating Apache Spark ML Jobs to Spark + Tensorflow on Kubeflow
Migrating Apache Spark ML Jobs to Spark + Tensorflow on Kubeflow

Migrating Apache Spark ML Jobs to Spark + Tensorflow on Kubeflow

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This talk will take an two existings Spark ML pipeline (Frank The Unicorn, for predicting PR comments (Scala) – https://github.com/franktheunicorn/predict-pr-comments & Spark ML on Spark Errors (Python)) and explore the steps involved in migrating this into a combination of Spark and Tensorflow. Using the open source Kubeflow project (now with Spark support as of 0.5), we will create an two integrated end-to-end pipelines to explore the challenges involved & look at areas of improvement (e.g. Apache Arrow, etc.).

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