JAX & W-JAX
Die Konferenzen für Java, Architektur- und Software-Innovation

Unleashing Apache Kafka and TensorFlow in the Cloud

Session
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Infos
Dienstag, 6. November 2018
16:45 - 17:45
Raum:
Calgary

How can you leverage the flexibility and extreme scale in the public cloud combined with your Apache Kafka ecosystem to build scalable, mission-critical machine learning infrastructures, which span multiple public clouds or bridge your on-premise data centre to cloud? This talk will discuss and demonstrate how you can leverage technologies such as TensorFlow with your Kafka deployments to build such a machine learning infrastructure for ingesting, preprocessing, training, deploying, and monitoring analytic models.

The discussed architecture will include capabilities like scalable data preprocessing for training and predictions, combination of different Deep Learning frameworks, data replication between data centres, intelligent real time microservices running on Kubernetes, and local deployment of analytic models for offline predictions.

This Session originates from the archive of Diese Session stammt aus dem Archiv von W-JAXW-JAX . Take me to the program of . Hier geht es zum aktuellen Programm von W-JAX W-JAX .

This Session originates from the archive of Diese Session stammt aus dem Archiv von W-JAXW-JAX . Take me to the program of . Hier geht es zum aktuellen Programm von JAX JAX .

This Session Diese Session originates from the archive of stammt aus dem Archiv von W-JAXW-JAX . Take me to the current program of . Hier geht es zum aktuellen Programm von W-JAX W-JAX or oder JAX JAX .
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