dp-900 Practice Question 1817
Exam: dp-900
Domain: Describe core data concepts
Topic: Describe data analytics core concepts
Difficulty: medium
Contoso Ltd is evaluating whether to use batch processing or stream processing for their real-time analytics application. The application requires near-instantaneous analysis of network packet flow data. Which processing method should they choose and why?
Answer Options
A
Batch processing because it handles periodic data analysis
B
Stream processing because it provides real-time analysis
C
Data storage optimization techniques
D
Hybrid batch/stream processing for flexibility
Correct Answer
B: Stream processing because it provides real-time analysis
Explanation
The correct answer is to use stream processing because it can handle real-time data analysis and provide near-instantaneous results, which is essential for analyzing network packet flow data. Option A is incorrect because batch processing is more suitable for periodic data analysis and does not provide real-time results. Option C is irrelevant as it pertains to data storage rather than processing methods. Option D is incorrect because it suggests a hybrid approach, which may not be as efficient for real-time data analysis.