Question 1
What is batch processing in data systems?
Correct Answer:
Collecting and processing large volumes of data at scheduled intervals
Question 2
What is stream processing in data systems?
Correct Answer:
Processing data continuously as it arrives event by event in near real-time
Question 3
Which framework is widely used in the US for large-scale batch processing on distributed systems?
Correct Answer:
Apache Hadoop MapReduce
Question 4
What is a key advantage of batch processing over real-time processing?
Correct Answer:
Ability to process very large volumes efficiently at lower cost
Question 5
What is micro-batch processing?
Correct Answer:
Collecting small batches of data over very short intervals (seconds) for near-real-time processing
Question 1
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Prepare with the Data Processing Fundamentals practice quiz. This question bank includes 59 questions covering data, processing, database, batch, and apache. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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Data Processing Fundamentals

This practice set contains 59 questions from the matching question bank and focuses on data, processing, database, batch, and apache. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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