B.TechSemester 52023-24Stream Processing And AnalyticsKDS053
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Stream Processing And Analytics (KDS053) - AKTU Question Paper 2023-24

B.Tech · Semester 5 · Free PDF Download

This is the official AKTU Stream Processing And Analytics Previous Year Question Paper for B.Tech Semester 5, academic session 2023-24. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:B.Tech
Semester:Semester 5
Session:2023-24
University:AKTU / UPTU

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Questions Asked in 2023-24

Stream Processing And Analytics (KDS053) — complete question paper · 100 marks · 3 Hours

Section AAttempt all q u e s t i o n s i n b r i e f . 2 x 10 = 20
  • a
    What is scaling? 2 1
  • b
    What is meant by Windows Aggregation? 2 1
  • c
    What is meant by Batch Processing? 2 2
  • d
    What is meant by Data Analysis? 2 2
  • e
    Explain the Distributed System. 2 3
  • f
    What is meant by Data Server? 2 3
  • h
    What is meant by Structured Streaming? 2 4 i. What is meant by Time-based Stream Processing? 2 5 j. Discuss Spark Streaming Context. 2 5
Section BAttempt any three o f t h e f o l l o w i n g : 10 x 3 = 30
  • a
    Differentiate between State less and Stateful Processing with suitable examples
  • b
    Write a simple Spark program that prints a sample of the twe ets it receives from Twitter every second. What is a Socket?
  • c
    Write a script in Spark to r ead all text files into Spark RDD. Define Spark Components
  • d
    Discuss Structured Streaming S inks. Define Trigger and Latency. 10 4
  • e
    Discuss Structured Streaming Vs Spark Streaming. 10 5
Section CAttempt any one p a r t o f t h e f o l l o w i n g : 10 x 1 = 10
  • a
    Write short notes on: i. Performance tuning. ii. Time-based streaming process
  • b
    What are the component s of Spark Streaming? What is DStreams?
  • a
    Discuss Sources and Sinks Stream Processing Model. 10 1
  • b
    What is Apache Spark? What is Stream Processing? 10 1
  • a
    Discuss Batch Processing Com ponent in a Streaming Application. 10 2
  • b
    Write short notes on: i. Latency ii. Throughput
  • a
    Discuss Spark’s Resilience Model. What is the use of Spark Context. Parallelize() method
  • b
    Write short notes on: i. Cluster Manager. ii. Fault Tolerance in Distributed System
  • a
    Write short notes on: i. Features of Structured Streaming. ii. Stream Execution
  • b
    How to acquire streaming data from sources? What is a Streaming Dataset?

Question text is extracted from the official AKTU question paper PDF above. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.

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