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5 cards from this section. Quick, good the night before a test.
What is Spark Core?
Remember the role and function of Spark in data processing.
What does RDD stand for?
Think about Spark's key data structure.
What is the primary data structure used in Spark?
It is fundamental to Spark and supports fault tolerance.
True or False: Spark can perform real-time processing.
Think about the capabilities of Spark beyond just batch processing.
Critically analyze the advantages and disadvantages of using RDDs versus traditional data storage methods. Discuss scenarios where RDDs might not be the best choice.
Consider the trade-offs of speed vs. resource utilization.
Design a simple data processing workflow using Spark that leverages RDD transformations and actions to achieve final results. Outline how you would ensure fault tolerance.
Focus on the specific operations in the data pipeline and their sequences.
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