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November 13–15, 2018 - Shanghai, China
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To view the Chinese version of this schedule please go here.
请点击此处查看中文版本。

我们将为所有主题演讲和分组会议提供同声传译服务。
Simultaneous translation will be provided for all keynote and breakout sessions.
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Thursday, November 15 • 13:15 - 13:35
Tencent Big Data AI on K8S Best Practice - Junjie Chen & Shengbo Song, Tencent

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Kubernetes As of Spark 2.3, Spark can run on clusters managed by Kubernetes. we will explore the best practices about running Spark SQL on Kubernetes upon Tencent cloud includes how to deploy Kubernetes against public cloud platform to maximize resource utilization and how to tune configurations of Spark to take advantage of Kubernetes resource manager to achieve the best performance.

Meanwhile, the Kubernetes and Tensorflow are playing an important role in machine learning, many companies have deployed the machine training programs on Kubernetes. However, the original Kubernetes doesn't serve machine learning well, lacks some features for GPU device. In this presentation, we will also talk about the enhancement have been made to Kubernetes in Tencent including GPU topology awareness and GPU elastic resource management.


Speakers
JC

Junjie Chen

Senior Software Engineer 高级软件工程师, Tencent
Chen, Junjie is working as Senior Software Engineer In Tencent Cloud. He has been working on big data and cloud area over several years and has rich experiences on SQL on Hadoop area. Currently, he is participating data warehouse project from Tencent Cloud. | | Chen Junjie... Read More →
avatar for Shengbo Song

Shengbo Song

Software Engineer 软件工程师, Tencent
Shengbo Song has been working for 3 years at Tencent on making GPU applications easier to deploy and manage in data clusters. He focus on supporting GPU-accelerated frameworks in container orchestration systems such as Kubernetes. He holds an B.S in computer science from Harbin Institute... Read More →


Thursday November 15, 2018 13:15 - 13:35
Demo Theater, Sponsor Showcase
  • Skill Level Any
  • Link to YouKu Video Recording Chen, Junjie is working as Senior Software Engineer In Tencent Cloud. He has been working on big data and cloud area over several years and has rich experiences on SQL on Hadoop area. Currently, he is participating data warehouse project from Tencent Cloud.<br /> <br /> Chen Junjie 现任腾讯云高级软件工程师。他在大数据和云服务领域工作多年,拥有丰富的 Hadoop SQL 经验。目前他参与了腾讯云发起的数据仓库项目。