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中国上海
2019 年 6 月 24–26 日
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点击此处查看英文版日程表。
To view the English version of this schedule please go here.

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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Tuesday, June 25 • 15:05 - 15:40
HDFS CSI 插件:加速本地大数据集群中的 Kubernetes - Yi Chen 和 Junping Du,腾讯

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如今,Kubernetes 不仅在公有云领域占据着主导地位,而且日趋成为本地大数据集群环境的新星,成功取代资源调度组件 Hadoop YARN。在本地大数据集群中,大多数数据都保存在 HDFS 中。如何使用 Kubernetes 消耗 HDFS 中的大数据对用户来说是一个新的挑战。
在本次演讲中,我们将首先介绍我们的 CSI 兼容 HDFS 插件的设计和架构。然后,我们将分享大数据工作负载 Spark 在 K8s 上运行时如何使用 HDFS CSI 插件访问 HDFS 数据的最佳实践和经验。最后,我们将使用 TPC-DS 基准套件对 K8s 上运行的 Spark(支持 HDFS)和在 YARN 运行的 Spark(支持 HDFS)之间的性能进行比较分析。

Speakers
YC

Yi Chen

Senior Software Engineer, Tencent
Yi Chen is a senior software engineer at Tencent Cloud, responsible for cloud data warehouse development. As a Hadoop committer/PMC member, she focuses on big data storage area, and also leads the Hadoop 2.9.1 release for Apache Hadoop community. Before joining Tencent, she was the... Read More →
JD

Junping Du

Architect, Tencent
Junping Du is chief architect for Tencent Cloud Big Data Department and responsible for cloud data warehouse engineering team. As Committer/PMC member, he serves as release manager of Hadoop 2.6.x and 2.8.x for Apache Hadoop community. Junping has more than 10 years industry experiences... Read More →



Tuesday June 25, 2019 15:05 - 15:40 CST
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