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Report from MesosCon North America 2016 1-2 June 2016, Denver, U.S.
J Blomer 20 June 2016 EP-SFT weekly meeting
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J Blomer, MesosCon 2016 report
Conference on the Mesos eco system Involved parties Apache Foundation: hosting Mesos open source software Mesosphere: Company commercializing Mesos Linux Foundation: hosting MesosCon conference 2 days conference + 1 day hackathon 600 – 700 participants Most participants from industry: Microsoft, IBM, JP Morgan Chase, … but also many web companies: Twitter, Netflix, yelp 48 presentations from 154 submissions Presentation on CernVM-FS together with Mesosphere Recall the main components of the CernVM ecosystem 20/6/16 J Blomer, MesosCon 2016 report
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J Blomer, MesosCon 2016 report
Recall the main components of the CernVM ecosystem 20/6/16 J Blomer, MesosCon 2016 report
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The ``Apache Big Data Stack’’
By and large: Java World Zookeeper: consistent distributed database to store the cluster state Mesos: cluster scheduler Requires frameworks to be useful, e.g. Spark, Ceph, Marathon for web services, … Hadoop (HDFS): PB storage, often text files Spark: orchestration of distributed processing pipelines Cassandra: distributed NoSQL database Kafka: distributed message queue for data streams (e.g. Twitter feeds) Demo: Life map of New York taxis Recall the main components of the CernVM ecosystem 20/6/16 J Blomer, MesosCon 2016 report
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J Blomer, MesosCon 2016 report
Take-Away Notes Size of computing, example Twitter: 30k nodes, 250k containers, 500PB data Similar to our large data centers The Apache Stack provides building blocks, many home-grown systems at larger scale A lot of interest in machine learning and stream processing (Spark instead of Hadoop) Little focus on individual node performance; focus on high-availability and scalability CernVM-FS presentation very well received; seems that container distribution is a menace for everyone. Recall the main components of the CernVM ecosystem 20/6/16 J Blomer, MesosCon 2016 report
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