November 13–15, 2018 - Shanghai, China
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Thursday, November 15 • 14:20 - 14:55
Kubeflow From the End User’s Perspective: The Good, The Bad, and The Ugly - Xin Zhang, Caicloud

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Kubernetes has become the most popular open-source container orchestration platform for managing cloud-native workloads. Furthermore, given the ubiquitousness of Artificial Intelligence (AI), Kubeflow has risen as a new open-source project tailoring Kubernetes to optimize for Machine Learning (ML) stacks, solving the devops chores and performance bottleneck usually plaguing a production ML system.

Despite the promise, we (as a contributor to Kubeflow) have identified glitches of Kubeflow when being applied in the wild. We have surveyed 50+ real Kubeflow users (both system administrators and machine learning developers) from our enterprise customers. We will share how Kubeflow solves their pain-points, what pitfalls and disappointments they encountered in daily usage scenario, and how to evolve Kubeflow to be more practical and generally applicable.

avatar for Xin Zhang

Xin Zhang

CEO 首席执行官, Caicloud
Xin is currently CEO and co-founder of Caicloud (https://caicloud.io), a startup that fosters Kubernetes community in China (https://kubeacademy.caicloud.io) and provides Kubernetes-based products and services for Chinese enterprises. His team has helped tens of well-known Chinese... Read More →

Thursday November 15, 2018 14:20 - 14:55 CST
2F Room 1