What is the main advantage of using Apache Spark over Hadoop's MapReduce?

  • Hadoop provides better support for machine learning algorithms.
  • MapReduce is better at handling real-time data.
  • Spark allows in-memory processing, making it faster than MapReduce.
  • Spark is designed for small-scale data processing only.
The main advantage of Apache Spark over Hadoop's MapReduce is its ability to perform in-memory processing. This results in faster data processing as it reduces the need to write intermediate results to disk.
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