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Tuesday, November 19 • 4:25pm - 5:00pm
KubeFlow’s Serverless Component: 10x Faster, a 1/10 of the Effort - Orit Nissan-Messing, Iguazio

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Serverless simplifies data science by automating the process of code to container and enables users to add instrumentation and auto-scaling with minimum overhead. However, serverless has many limitations involving performance, lack of concurrency, lack of GPU support, limited application patterns and limited debugging possibilities. Orit Nissan-Messing will introduce Nuclio, a KubeFlow open source component which is 10x faster when compared to alternatives at a 1/10 of the effort. She will explain how to use Nuclio to extend KubeFlow pipelines, accelerating and automating each step of the workflow. This includes parallel processing, automated code building/deployment, stream processing and artifact tracking. Orit will demonstrate how to achieve devops automation involving auto-scaling, automated logging and monitoring, security hardening, CI/CD and workload mobility.

Speakers
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Orit Nissan-Messing

VP R&D, Iguazio
Orit Nissan-Messing has vast experience in cloud architectures, storage, AI and big data. Prior to Iguazio, Orit was Chief Architect at XIV (acquired by IBM) and held management roles in various companies from startups to corporations. Orit is a CNCF contributor and a member of the... Read More →



Tuesday November 19, 2019 4:25pm - 5:00pm
Room 6F - San Diego Convention Center Upper Level