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DevConf.US 2021 is the 4th annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies coming to a web browser near you!
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Friday, September 3 • 15:30 - 16:00
Stateful Sessions for Intelligent Apps

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Live audio transcription and other similar applications require stateful processing to support both multi-user sessions and dynamic scale-out. We can persist audio state with a Kafka kappa architecture, but that state must also be preserved across the OpenShift cluster boundary to user web clients. Fortunately, OpenShift’s load balancing features allow stateful sessions to be implemented without complicated custom configurations. In this talk, Gage will explain how to convert your single user constrained application to support stateful sessions with any number of users. Using the power of OpenShift and Open Data Hub’s data monitoring and streaming tools, a stateful architecture can be developed and managed easily. We will showcase a real-time audio transcription use case, including a Kafka streaming architecture, in a practical data science application.

Speakers
avatar for Gage Krumbach

Gage Krumbach

AICoE FDE Intern, Red Hat
I have been an intern at Red Hat since summer 2020 and have been working on the Forward Deployed Engineers team inside the AI Center of Excellence.



Friday September 3, 2021 15:30 - 16:00 EDT
Virtual