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Submit Papers đŠM.Sc. IVth Semester (New/ATKT)
Examination, 2022
Computer Science
Paper - MSCS-401
Big Data Analytics
Note- Attempt all the questions.
SECTION - 'A'
Objective Type Questions
1×15=15
(i) What are the main components of Big Data ?
- Map Reduce
- Reduce
- YARN
- All of these
(ii) Hadoop achieves readability by replicating the data across multiple hosts and lence does not require........storage on hosts :
- RAID
- ZFS
- Operating System
- None of these
(iii) ............has the worlds largest Hadoop cluster :
- Apple
- Datamatics
- None of these
(iv) Hive also support custom extensions writter is..........:
- C#
- Java
(v) ............is genes at purpose computing model and sustime system for distributed data analytics :
- MapReduce
- Drill
- Oozie
- None of these
(vi) ............is the slave/wark es node and hoeds the user data in the form of Data Blocks :
- Data Node
- Name Node
- Data Block
- Replication
(vii) HDFS is implemented in ............programming language :
- C++
- Java
- Scala
- None of these
(viii) ............is the default partitioner for partioning key space :
- Hash pax
- Partitioner
- Hash Partitioner
- None of these
(ix) ............maps input key/value pains to a set inter mediate key/value points :
- Mapper
- Reducer
- Both (a) and (b)
- None of these
(x) ............is an online NOSQL developed by cloudera :
- Hcatalog
- Hbase
- Imphala
- Oozic
(xi) What are the different features of Big Data Analytics ?
- Open Source
- Scalability
- Data Recovery
- All of above
(xii) All of the following accurately describe Hadoop, except :
- Oper Source
- Real time
- Java based
- Distributed computing approach
(xiii) ............hides the limitation of java behind a powerful and concise clojure API for cascading :
- Scalding
- Cascalog
- Hcatalog
- H calding
(xiv) Which package contains most fundamental functions to seen R ?
- Root
- Child
- Base
- Pasent
(xv) Advanced usecss can write.........code to manipulate R objects directly :
- C, C++
- C++ java
- Java, C
- Java
SECTION - 'B'
Short Answer Type Questions
5×5=25
Describe any five characteristics of Big Data.
OR
Discuss any three application of Big data.
What are the configuration parameters is mapreduce program ?
OR
How are bigdata and Hadoop related to each other ?
Describe the components of HDFS.
OR
Explain secondary Name Node.
What is NoSQL ?
OR
Compare and contrast SQL and No SQL.
SECTION - 'C'
Long Answer Type Questions
9×5=45
Explain Supervised learning ?
OR
What is collaborative filtering ?
Define Big data. Enlist its importance over traditional data-base system ?
OR
Why is finding similar items important in Big data ? Illustrate using two example applications.
Explain different configuration fills in Hadoop ?
OR
Explain concept of Map Reduce using an example.
Write short notes on Hive components with a neat diagram.
OR
Explain PIG and Zookeeper.
Describe the characteristics of a xbSQL database ?
OR
Explain SPARK is data analysis ?
Explain the concept of Unsupervised learning ?
OR
Explain Big Data Analysis with Big R.