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school-of-sre/courses/level101/big_data/tasks.md
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# Tasks and conclusion
## Post-training tasks:
1. Try setting up your own three-node Hadoop cluster.
1. A VM-based solution can be found [here](http://hortonworks.com/wp-content/uploads/2015/04/Import_on_VBox_4_07_2015.pdf)
2. Write a simple Spark/MR job of your choice and understand how to generate analytics from data.
1. Sample dataset can be found [here](https://grouplens.org/datasets/movielens/)
## References:
1. [Hadoop documentation](http://hadoop.apache.org/docs/current/)
2. [HDFS Architecture](http://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html)
3. [YARN Architecture](http://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html)
4. [Google GFS paper](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/035fc972c796d33122033a0614bc94cff1527999.pdf)