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Virtual Event
November 17–November 20, 2020
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Wednesday, November 18 • 3:50pm - 4:25pm
Machine Learning on Kubernetes at Shell: A Kubeflow Journey - Alex Iankoulski, Shell New Energies & Vangelis Koukis, Arrikto

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In this session, Shell describes the lessons learned from working with multiple Machine Learning platforms and tools, the challenges of different systems, why we chose Kubeflow, and how we are now delivering successful models faster and at scale. Follow our journey as we learned how to deploy highly available, scalable, and secure Kubeflow clusters in the public cloud. We will describe the lessons learned and steps taken to improve our deployments including enterprise authentication and authorization, network integration, and data science workflows. We also discuss why we moved away from other platforms and chose Kubeflow, and how it has increased our Data Scientists’ productivity and reduced DevOps overhead. Today our teams are more self-sufficient, and iterate faster to produce production-ready models in a timely fashion. A zero to hero story made possible by Kubeflow and Kubernetes

Speakers
avatar for Vangelis Koukis

Vangelis Koukis

CTO, Arrikto
Vangelis Koukis is the CTO and Co-Founder of Arrikto. He holds a PhD in computer science and has a long history of working in storage, data management, and cloud computing. At Arrikto, he is leading a team of talented engineers working hard to bridge the world of low-latency, high-performance... Read More →
avatar for Alex Iankoulski

Alex Iankoulski

Technical Leader, ML Orchestration, Shell New Energies
Alex Iankoulski is a full stack software and infrastructure architect who likes to stay hands-on. He is a Docker Captain who has been helping accelerate the pace of innovation by applying container technologies to solve engineering, data science, AI and ML problems. Alex is currently... Read More →



Wednesday November 18, 2020 3:50pm - 4:25pm EST
Intrado Virtual Event Platform