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December 9-10
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Friday, December 10 • 13:15 - 13:50
Fluid:Kubernetes 原生分布式数据集协调器和加速器 | Fluid: Kubernetes Native Distributed Dataset Orchestrator and Accelerator - Yang Che, Alibaba & Yuandong Xie, Tencent

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在公共云上使用 Kubernetes 运行大数据和人工智能应用成为新趋势。然而,在 S3、谷歌云存储、Hadoop 分布式文件系统 (HDFS) 等云分解环境中访问数据,极大地挑战了训练性能,限制了计算的可伸缩性。Yang Che 和 Chris 将介绍 Fluid,以及它如何提高 Kubernetes 中大数据和人工智能应用程序的性能。Fluid 是一个开源、社区驱动、高度协作的项目,由大学里的工程师和研究人员提供。它由云原生计算基金会 (CNCF) 作为沙盒项目主办。在本课程中,与会者将了解项目动机、体系结构、最新功能和用户采用情况。之后,Yang Che 和 Chris 将介绍项目路线图以及新贡献者如何参与,并展示一个关于通过 Fluid 加速无服务器计算的演示。

Running big data and AI applications with Kubernetes on public cloud becomes new trend. However, accessing data in S3, Google Cloud Storage, HDFS and etc such cloud disaggregated environment significantly challenges training performance and limits compute scalability. Yang and Chris will introduce Fluid and how it improves performance of big data and AI applications in Kubernetes . Fluid is an open source, community driven, and highly collaborative project, contributed by engineers and researchers in university. It is hosted by the Cloud Native Computing Foundation (CNCF) as a sandbox project. In this session, attendees will learn about project motivation, architecture, the latest features and user adoptions,.After that Yang and Chris will introduce project roadmap and how new contributors to get involved and show a demo about accelerate serverless computing via Fluid.

avatar for Yang Che

Yang Che

Staff Engineer, Alibaba
Yang Che, is a senior engineer of Alibaba Cloud. He works in Alibaba cloud container service team, and focuses on Kubernetes and container related product development. Yang also works on building elastic machine learning platform on those technologies. He is an active contributor... Read More →
avatar for Yuandong Xie

Yuandong Xie

Senior Engineer, Tencent
YuanDong Xie, is a senior engineer of Tencent Cloud.He works in Tencent Kubernetes Engine(TKE) team, focuses on cloud native AI infrastructure and other kubernetes related products. Yuandong also focus on elastic kubernetes service on tencent cloud.He likes to explore and contribute... Read More →

Friday December 10, 2021 13:15 - 13:50 CST
Kubecon + CloudNativeCon 演讲厅