sri yn college mca big data analytics 2024 3rd sem question paper

sri yn college MCA big data analytics 2024 3rd sem question paper

Uploaded at Fri 06/06/2025

sri yn college autunomous narasapur west godavari district MCA big data analytics 2024 3rd sem question paper affiliated by adikavi nannaya university

Paper Code: MCA-20302

SRI Y.N.COLLEGE (AUTONOMOUS)-NARSAPUR, W.G.Dt.

Dr.C.S.RAO PG CENTRE(A)

(Affiliated to Adikavi Nannaya University)

II M.C.A PG Examinations, December 2024

(At the end of 3rd Semester)

For Regular (2023-25) Batch

BIG DATA ANALYTICS

Ppaper II

================

Date:07.12.2024 AN

Duration:3hrs

Max Marks:75

SECTION-A (4 X 15 = 60 M)

Answer ALL Questions

1. a) What is Big Data? Explain the various characteristics of Big Data.

(OR)

b) Explain Building blocks of Hadoop.

2. a) Explain the Architecture of Spark components with a neat diagram.

(OR)

b) Write a Map Reduce program for Counting Things.

3. a) Explain the Algorithms for Classification and Regression for Spark Streaming.

(OR)

b) Explain how to join Data from different sources in Map Reduce programming. Write the program for Matrix Multiplication.

4. a) Explain Friends-of-Friends and Page Rank Algorithm with example.

(OR)

b) Explain Common Transformation and Actions in RDD.

SECTION - B (5 X 3 = 15M)

5. ANSWER ANY FIVE

a) Data in Warehouse and Data in Hadoop-

b) Job Tracker and Task Tracker

c) Data Structures of Spark

d) Real Time Analytics

e) Spark Streaming Features

f) Use cases on Streaming

g) Spark SQL Features

h) RDD Operations

***

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