Advanced MapReduce jobs often require ____ to manage complex data dependencies and transformations.

  • Apache Flink
  • Apache HBase
  • Apache Hive
  • Apache Spark
Advanced MapReduce jobs often require Apache Spark to manage complex data dependencies and transformations. Apache Spark provides in-memory processing and a rich set of APIs, making it suitable for iterative algorithms, machine learning, and advanced analytics on large datasets.
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