This site does a great job at explaining how to divide available resources of every node in a cluster to Spark application in order to harness the full capacity of the cluster.
http://site.clairvoyantsoft.com/understanding-resource-allocation-configurations-spark-application/
Another one!
A 2 part guide by Cloudera Engineering team explaning how to tune Spark-application parameters to achieve optimal performance!
http://blog.cloudera.com/blog/2015/03/how-to-tune-your-apache-spark-jobs-part-1/
https://blog.cloudera.com/blog/2015/03/how-to-tune-your-apache-spark-jobs-part-2/
http://site.clairvoyantsoft.com/understanding-resource-allocation-configurations-spark-application/
Another one!
A 2 part guide by Cloudera Engineering team explaning how to tune Spark-application parameters to achieve optimal performance!
http://blog.cloudera.com/blog/2015/03/how-to-tune-your-apache-spark-jobs-part-1/
https://blog.cloudera.com/blog/2015/03/how-to-tune-your-apache-spark-jobs-part-2/
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