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Lecture 5: Spark
Learning objectives:
In this lecture, you will learn:
- Lec5a: the motivation of Spark RDD
- Lec5a: the difference between RDD transformations and actions
- Lec5a: the benefits of the RDD abstraction
Lecture slides
- Lec5a: Spark RDD: slides pdf
- Lec5b: Spark internals and performance: slides pdf, PageRank example
Readings
- Lec5a: Spark paper
- Lec5b: Spark performance analysis paper