In a scenario involving large-scale data transformation, which Hadoop ecosystem component would you choose for optimal performance?
- Apache Flume
- Apache HBase
- Apache Hive
- Apache Spark
In scenarios requiring large-scale data transformation, Apache Spark is often chosen for optimal performance. Spark's in-memory processing and efficient data processing engine make it suitable for handling complex transformations on large datasets with speed and scalability.
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