Practice Spark Streaming - 13.3.2.3 | 13. Big Data Technologies (Hadoop, Spark) | Data Science Advance
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Spark Streaming

13.3.2.3 - Spark Streaming

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is Spark Streaming used for?

💡 Hint: Think about how businesses react to data changes.

Question 2 Easy

Name one source of streaming data that can be integrated with Spark Streaming.

💡 Hint: These are both popular data sources for real-time applications.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the primary function of Spark Streaming?

Data batch processing
Real-time data processing
Data archiving

💡 Hint: Think about immediate reactions to data events.

Question 2

True or False: Spark Streaming uses continuous data streams to obtain results.

True
False

💡 Hint: Recall how streams differ from complete datasets.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Develop a use case for Spark Streaming in a transportation management system that requires real-time analytics. Discuss the components involved.

💡 Hint: Consider how real-time changes affect logistics.

Challenge 2 Hard

Compare and contrast Spark Streaming and traditional batch processing. In which scenarios might one be preferred over the other?

💡 Hint: Think about the data and processing needs of businesses.

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