Statement I: Cloud Dataflow processes big data with Hadoop or SparkStatement II: Cloud Dataproc analyzes streaming data in real-timeChoose the correct option: a) Only Statement I is true b) Only Statement II is true c) Both Statement I and II is true d) None of the statements are true
Question
Statement I: Cloud Dataflow processes big data with Hadoop or SparkStatement II: Cloud Dataproc analyzes streaming data in real-timeChoose the correct option: a) Only Statement I is true b) Only Statement II is true c) Both Statement I and II is true d) None of the statements are true
Solution
The correct option is d) None of the statements are true.
Explanation:
Statement I: Google Cloud Dataflow is a fully-managed service for transforming and enriching data in stream (real time) and batch (historical) modes with equal reliability and expressiveness. It does not process big data with Hadoop or Spark.
Statement II: Google Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters in a simpler, more cost-efficient way. It does not analyze streaming data in real-time, it is used for batch processing, querying, streaming, and machine learning.
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