B.TechSemester 62022-23Big Data And AnalyticsKDS-601

Big Data And Analytics (KDS-601) - AKTU Question Paper 2022-23

B.Tech · Semester 6 · Free PDF Download

This is the official AKTU Big Data And Analytics Previous Year Question Paper for B.Tech Semester 6, academic session 2022-23. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:B.Tech

Semester:Semester 6

Session:2022-23

University:AKTU / UPTU

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Questions Asked in 2022-23

Big Data And Analytics (KDS-601) — complete question paper

Section AAttempt all questions in brief. 2 x 10 = 20

a
List out the different kind of Digital Data
b
Write short note on Drivers of Big Data
c
How Data format of Hadoop is important?
d
Explain Distributed File System
e
How file system Works?
f
Discuss the use of Data Replication
g
Why Scheduler is required in Hadoop System?
h
List the Data Type used in Mango DB. (i) Write the Applications of Big Data using Pig. (j) List out the Data Processing Operators used in Pig

Section BAttempt any three of the following: 10x3=30

a
How to overcome the Challenges of Conventional System in Data Analysis?
b
Explain the concept of Hadoop Echo System with proper diagram and example
c
Illustrate the concept of HDFS Monitoring and Maintenance Process
d
Discuss the New Features implemented in Hadoop 2.0 Version
e
Explain the Process of Apache Hive installation Pro cess and its Architecture in detail

Section CAttempt any one part of the following: 10x1 =10

a
Explain about the Big Data Architecture and its Characteristics
b
Discuss the various Big Data Features in terms of S ecurity, Protection and Auditing
a
Discuss the Working of Map Reduce and its Characteristics
b
Explain the various Job Scheduling Techniques used in the Map Reduce
a
Write the Benefits and Challenges of Hadoop Distributed File System in detail
b
Discuss the Security issues in Hadoop and why it is important for Data analysis?
a
Explain the Various Ecosystem Components used in Ha doop with proper example
b
Define Inheritance. Explain the Built in Control Structure of SCALA
a
Explain the Process of building the applications with Zookeeper
b
Define Infosphere . Explain the various IBM Big Data Strategies used now a days

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.

Repeated Questions — KDS-601

Questions that appeared in more than one session, found by comparing 2 years of Big Data And Analytics papers (2022-23, 2023-24)

Write short note on Drivers of Big Data