Which big data managed service is used to analyze streaming data in real time? a) Cloud Dataproc b) Cloud Dataflow c) BigQuery d) None of the above
Question
Solution
Analyzing the Options
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Cloud Dataproc: This service is primarily used for running Apache Spark and Apache Hadoop clusters for batch processing and not specifically for real-time streaming data.
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Cloud Dataflow: This is a fully managed service for stream and batch processing. It excels in analyzing streaming data in real time using Apache Beam.
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BigQuery: While BigQuery is a powerful data warehouse for analyzing large datasets, it is designed more for batch querying rather than real-time stream analytics.
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None of the Above: This option indicates that none of the provided services are used for analyzing streaming data.
Conclusion
Based on the analysis, the best answer is:
Final Answer
b) Cloud Dataflow
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