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CNCF-hosted Co-located Events Europe 2025 taking place on 1 April. This event is happening in person at Excel London in London, England.

The Sched app allows you to build your schedule, but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon Europe 2025, and have an All-Access pass in order to participate in the sessions.

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The schedule is subject to change.
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Pains and Gains: Lessons From Orchestrating Volumes for Remote Storage in Cloud Native AI Scenarios - Zhihao Xu & Yashi Su, Alibaba Cloud
Tuesday April 1, 2025 10:40 - 11:05 BST
Level 1 | Hall Entrance N10 | Room E
Developers of AI applications usually find thmeselves stuck in unexpected errors when migrating testing workload onto Kubernetes. One of the main reasons is that accessing remote storage is complicated and unstable. More specifically, developers are often puzzled by the following questions:
- Why significant extra resource is required, such as memory and disk I/O?
- Why do workloads that seem work well suddenly fail to access remote storage and hard to recover.
- Why can't I add another data source for new experiments without restarting online IDE?
Fluid is a CNCF project focusing on data accessing and workload orchestrating for AI applications. Fluid aims to assist users in building AI platforms based on Kubernetes. In this talk, we'll discuss why the questions are frequently asked based on Fluid users' feedback and how Fluid try to solve them.
Speakers
avatar for Zhihao Xu

Zhihao Xu

Software Engineer, Alibaba Cloud
I am currently a software engineer at Alibaba Cloud focusing on infrastructure for AI model training and large-scale model inference. Also, I am now a Maintainer of the CNCF sandbox project Fluid, which is designed for data orchestration for data-intensive applications running on... Read More →
avatar for Yashi Su

Yashi Su

Software Engineer, Alibaba Cloud
Yashi Su is a software engineer at Alibaba Cloud, focusing on Kubernetes Container Storage Interface (CSI) for object storage. She maintains OSSFS (a FUSE daemon for Alibaba Object Storage Service) used in Cloud-Native scenarios and researches how to improve the read-write performance... Read More →
Tuesday April 1, 2025 10:40 - 11:05 BST
Level 1 | Hall Entrance N10 | Room E
  Data on Kubernetes Day, DoK Application Development

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