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Wednesday, June 21 • 14:20 - 15:05
Jupyter and Spark on Mesos: Best Practices [C,E] - Shuai Lin, Scrapinghub

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Many companies make use of Apache Spark and Apache Mesos to do offline data analytics. Before launching these jobs to production, it is important to provide a place for engineers to test their spark code interactively. At Scrapinghub, we have set up a Jupyter notebook server for this purpose. Engineers can launch their spark jobs via Jupyter interactively on top of Mesos while there is no any extra configuration needed and it provides full access to various stateful services (e.g., HDFS/HBase/Kafka). This architecture is used by multiple teams in the company. For instance, the backend application team uses it to aggregate their logs and metrics, and data science team relies on it to do model training while developing the code. In this talk, Shuai Lin will share the experience they learned in details, including caveats they encountered when deploying and maintaining the notebook server.

Speakers
SL

Shuai Lin

Scrapinghub
Shuai Lin is an Infrastructure Engineer in Scrapinghub, a company that provides PaaS for running web crawlers. He graduated from Tsinghua University in 2010 and has been working in the software industry since then. He has been contributing to Apache Mesos and Apache Spark for yea... Read More →


Wednesday June 21, 2017 14:20 - 15:05
Room 309B

Attendees (3)