Question

Which method is used in real-time data processing to minimize the delay between data collection and analysis, enabling quicker decision making?

• A. Batch processing
• B. Stream processing
• C. Predictive analysis
• D. Descriptive analysis

Hint:

Real-time systems jaise stock market aur fraud detection me stream processing ka use hota hai.

Answer 1

The Correct Option is B

Step 1: Understanding real-time processing.
Real-time data processing ka matlab hota hai data ko turant process karna jaise hi wo generate hota hai, bina delay ke.

Step 2: Concept of stream processing.
Stream processing ek technique hai jisme data continuous flow me process hota hai. Yeh real-time insights provide karta hai aur delay ko minimize karta hai.

Step 3: Analysis of options.
• (A) Batch processing: Data ko ek saath process karta hai, real-time nahi.
• (B) Stream processing: Correct. Real-time processing ke liye use hota hai.
• (C) Predictive analysis: Future prediction ke liye hota hai, processing method nahi.
• (D) Descriptive analysis: Past data analysis ke liye use hota hai.

Step 4: Conclusion.
Isliye real-time processing ke liye stream processing use hota hai.
Final Answer: Stream processing.