B.TechSemester 62023-24Big Data And AnalyticsKDS601

Big Data And Analytics (KDS601) - AKTU Question Paper 2023-24

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 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 6

Session:2023-24

University:AKTU / UPTU

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Questions Asked in 2023-24

Big Data And Analytics (KDS601) — 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 .

a
List the differences between structured, semi-structured, and unstructured data. 2
b
Write short note on Drivers of Big Data. 2
c
List the core functionalities of Apache Hadoop. 2
d
Explain how the data format of Hadoop is important. 2
e
List the steps involved in using Sqoop to import data from RDBMS into Hadoop. 2
f
Define how file system Works. 2
g
List the key differences between the fair scheduler and the capacity scheduler in Hadoop. 2
h
List the Data Type used in Mango DB. 2 i. Define HiveQL and its key features. 2 j. List out the Data Processing Operators used in Pig. 2

Section BAttempt any three o f t h e f o l l o w i n g :

a
Discuss why Big Data is crucial for modern businesses and industries. 10
b
Discuss Hadoop Distributed File System (HDFS), and how does it work. 10
c
Discuss the benefits and challenges of using HDFS for big data storage and processing. 10
d
Differentiate NoSQL databases from traditional RDBMS. Also list the key characteristics and use cases for NoSQL databases
e
Discuss the role of Zookeeper in monitoring a Hadoop cluster. 10

Section CAttempt any one p a r t o f t h e f o l l o w i n g :

a
Distinguishes Big Data analytics from traditional data analytics. Also list the techniques and tools used in Big Data analytics. 10
b
Discuss the various Big Data Features in terms of Security, Protection and Auditing. 10
a
Discuss the roles of additional components like HBase, Pig, and Hive in the Hadoop ecosystem
b
Discuss the Working of Map Reduce and its Characteristics 10
a
Explain how HDFS implement data replication and list its advantages. 10
b
Discuss the Security issues in Hadoop and why it is important for Data analysis. 10
a
Explain how documents can be created, updated, and deleted in MongoDB. 10
b
Explain the Various Ecosystem Components used in Hadoop with proper example. 10
a
Explain the IBM's overall strategy for Big Data, and its key components. 10
b
Discuss Big SQL, and how it extends SQL capabilities to Big Data environments. 10

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 — KDS601

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. 2