
Explanation:
Correct Option: B. Real-time data processing and analysis
Streaming data pipelines are designed to process data as it is generated, allowing for immediate analysis and action. This is particularly critical in scenarios like fraud detection, where the ability to respond in real-time can prevent significant financial losses.
Key advantages of streaming data pipelines in this context include:
Why the other options are not the main advantage:
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In the context of designing a data processing system for a financial services company that requires real-time fraud detection, which of the following best describes the primary advantage of implementing a streaming data pipeline over a batch data pipeline? Choose the best option.
A
Streaming pipelines offer simpler data transformation capabilities, making them easier to implement for complex financial data.
B
Streaming pipelines enable real-time data processing and analysis, crucial for immediate fraud detection and response.
C
Streaming pipelines are generally less expensive to operate than batch pipelines, reducing overall costs for the company.
D
Streaming pipelines provide easier integration with the company's existing on-premises systems, simplifying the deployment process.