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Provide a brief history of Spark? How is Spark better than MapReduce? What is a Spark RDD? What is the meaning of a lazy evaluation

  1. Provide a brief history of Spark?
  2. How is Spark better than MapReduce?
  3. What is a Spark RDD?
  4. What is the meaning of a "lazy evaluation" and what are its benefits?
  5. What are transformations and actions? Give examples of some transformations and actions.
  6. How does Apache Spark compare to Apache Flink?

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