September 13-16, 2022
Dublin, Ireland + Virtual
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Friday, September 16 • 10:50 - 11:30
How Kubernetes Plays Tetris with Your Containers - Salman Iqbal, Appvia

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Kubernetes does an excellent job of abstracting away the infrastructure and efficiently deploying containers to improve resource management. The Kubernetes scheduler is a core component of the control-plane. It is in charge of deciding where the Pods are placed in your cluster. You can think about the Kubernetes scheduler as a skilled Tetris player that always tries to optimise the placement of your containers. But how does it decide what is the *best* node? Does it prioritise big Nodes or smaller ones? Can you help the scheduler decide? In this talk we will cover: - Basic overview of Kubernetes - The internals of the Kubernetes scheduler and discover how Nodes are filtered before pods are assigned to them - Tools at your disposal if you want to influence the scheduler to place workloads on specific nodes such as GPU, deploy applications to reduce latency
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avatar for Salman Iqbal

Salman Iqbal

MLOps Engineer, Appvia
Salman works as an MLOps Engineer at Appvia and a Kuberenetes Instructor at Learnk8s. He has worked with a number of organisations in setting up Machine Learning platforms for teams to operate at scale. He is also a Certified Kubernetes Administrator and a strong advocate for Cloud... Read More →

Friday September 16, 2022 10:50 - 11:30 IST
Liffey B Part 2 (Level 1)