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Advanced topics

  • https://databricks.com/product/getting-started-guide - Comprehensive introduction to Spark from Databricks
  • https://spark.apache.org/docs/latest/tuning.html - Ground rules for simple Spark performance optimization
  • http://people.csail.mit.edu/matei/papers/2015/sigmod_spark_sql.pdf - Introduction to cost-based query optimization in Spark
  • https://jaceklaskowski.gitbooks.io/mastering-spark-sql/spark-sql-multi-dimensional-aggregation.html - Multidimensional analytical aggregate operators in Spark SQL