Best Practices And Optimization Of Hadoop — Part 2 MCQs with Explanations
Practice high-yield Computer Science & IT MCQs on Best Practices And Optimization Of Hadoop — Part 2 with worked academic solutions for PPSC, FPSC, CSS, PMS, NTS.
Questions
40
Difficulty Level
Exam-Level
Target Exams
PPSC, FPSC, CSS...
Estimated Time
48 mins
Exam-Level PPSC FPSC CSS PMS NTS
Verified for Commission Syllabus • Oct 14, 2026
40
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🎉 Set complete! All 40 questions answered.
Question 1 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is a framework for building Java Server application GUIs.
Correct Answer: Option A — Myfaces
Detailed Academic Explanation:
Myfaces is the correct answer to “. . . . . . . . is a framework for building Java Server application GUIs.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 2 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is the subset of the replicas list that is currently alive and caught up to the leader.
Correct Answer: Option D — isr
Detailed Academic Explanation:
isr is the correct answer to “. . . . . . . . is the subset of the replicas list that is currently alive and caught up to the leader.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 3 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Impala on Amazon EMR requires . . . . . . . . running Hadoop 2.x or greater.
Correct Answer: Option B — AMI
Detailed Academic Explanation:
AMI is the correct answer to “Impala on Amazon EMR requires . . . . . . . . running Hadoop 2.x or greater.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 4 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following companies shipped Impala?
Correct Answer: Option D — All of the mentioned
Detailed Academic Explanation:
All of the mentioned is the correct answer to “Which of the following companies shipped Impala”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 5 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is A WEb And SOcial Mashup Engine.
Correct Answer: Option C — Rave
Detailed Academic Explanation:
Rave is the correct answer to “. . . . . . . . is A WEb And SOcial Mashup Engine.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 6 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
AMI is uploaded to the Amazon . . . . . . . . and registered with Amazon EC2, creating a so-called AMI identifier (AMI ID).
Correct Answer: Option A — S2
Detailed Academic Explanation:
S2 is the correct answer to “AMI is uploaded to the Amazon . . . . . . . . and registered with Amazon EC2, creating a so-called AMI identifier (AMI ID).”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 7 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Microsoft and Hortonworks joined their forces to make Hadoop available on . . . . . . . . for on-premise deployments.
Correct Answer: Option B — Windows Server
Detailed Academic Explanation:
Windows Server is the correct answer to “Microsoft and Hortonworks joined their forces to make Hadoop available on . . . . . . . . for on-premise deployments.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 8 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Oozie can make . . . . . . . . callback notifications on action start events and workflow end events.
Correct Answer: Option B — HTTP
Detailed Academic Explanation:
HTTP is the correct answer to “Oozie can make . . . . . . . . callback notifications on action start events and workflow end events.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 9 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is a server based Bundle Engine that provides a higher-level oozie abstraction that will batch a set of coordinator applications.
Correct Answer: Option C — Oozie v4
Detailed Academic Explanation:
Oozie v4 is the correct answer to “. . . . . . . . is a server based Bundle Engine that provides a higher-level oozie abstraction that will batch a set of coordinator applications.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 10 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is OData implementation in Java.
Correct Answer: Option D — Onami
Detailed Academic Explanation:
Onami is the correct answer to “. . . . . . . . is OData implementation in Java.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 11 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
If one or more actions started by the workflow job are executing when the . . . . . . . . node is reached, the actions will be killed.
Correct Answer: Option A — kill
Detailed Academic Explanation:
kill is the correct answer to “If one or more actions started by the workflow job are executing when the . . . . . . . . node is reached, the actions will be killed.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 12 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Oozie Workflow jobs are Directed . . . . . . . . graphs of actions.
Correct Answer: Option A — Acyclical
Detailed Academic Explanation:
Acyclical is the correct answer to “Oozie Workflow jobs are Directed . . . . . . . . graphs of actions.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 13 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is the node responsible for all reads and writes for the given partition.
Correct Answer: Option B — leader
Detailed Academic Explanation:
leader is the correct answer to “. . . . . . . . is the node responsible for all reads and writes for the given partition.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 14 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following is a robust implementation of the OASIS WSDM?
Correct Answer: Option B — Muse
Detailed Academic Explanation:
Muse is the correct answer to “Which of the following is a robust implementation of the OASIS WSDM”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 15 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
InfoSphere . . . . . . . . provides you with the ability to flexibly meet your unique information integration requirements.
Correct Answer: Option B — Information Server
Detailed Academic Explanation:
Information Server is the correct answer to “InfoSphere . . . . . . . . provides you with the ability to flexibly meet your unique information integration requirements.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 16 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is a cluster manager that provides resource sharing and isolation across cluster applications.
Correct Answer: Option B — Mesos
Detailed Academic Explanation:
Mesos is the correct answer to “. . . . . . . . is a cluster manager that provides resource sharing and isolation across cluster applications.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 17 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following work is done by BigTop in Hadoop framework?
Correct Answer: Option D — All of the mentioned
Detailed Academic Explanation:
All of the mentioned is the correct answer to “Which of the following work is done by BigTop in Hadoop framework”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 18 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Kafka is comparable to traditional messaging systems such as . . . . . . . .
Correct Answer: Option B — ActiveMQ
Detailed Academic Explanation:
ActiveMQ is the correct answer to “Kafka is comparable to traditional messaging systems such as . . . . . . . .”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 19 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following is one of the possible state for a workflow jobs?
Correct Answer: Option A — PREP
Detailed Academic Explanation:
PREP is the correct answer to “Which of the following is one of the possible state for a workflow jobs”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 20 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is a distributed data warehouse system for Hadoop.
Correct Answer: Option B — Tajo
Detailed Academic Explanation:
Tajo is the correct answer to “. . . . . . . . is a distributed data warehouse system for Hadoop.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 21 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
DataStage originated at . . . . . . . . a company that developed two notable products: UniVerse database and the DataStage ETL tool.
Correct Answer: Option A — VMark
Detailed Academic Explanation:
VMark is the correct answer to “DataStage originated at . . . . . . . . a company that developed two notable products: UniVerse database and the DataStage ETL tool.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 22 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
The EC2 can serve as a practically unlimited set of . . . . . . . . machines.
Correct Answer: Option A — virtual
Detailed Academic Explanation:
virtual is the correct answer to “The EC2 can serve as a practically unlimited set of . . . . . . . . machines.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 23 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following is project for Infrastructure Engineers and Data Scientists?
Correct Answer: Option B — BigTop
Detailed Academic Explanation:
BigTop is the correct answer to “Which of the following is project for Infrastructure Engineers and Data Scientists”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 24 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is a log collection and correlation software with reporting and alarming functionalities.
Correct Answer: Option B — ALOIS
Detailed Academic Explanation:
ALOIS is the correct answer to “. . . . . . . . is a log collection and correlation software with reporting and alarming functionalities.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 25 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
For Apache . . . . . . . . users, Storm utilizes the same ODBC interface.
Correct Answer: Option B — Hive
Detailed Academic Explanation:
Hive is the correct answer to “For Apache . . . . . . . . users, Storm utilizes the same ODBC interface.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 26 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hadoop . . . . . . . . go to the Hadoop distribution directory for HDInsight.
Correct Answer: Option B — Command Line
Detailed Academic Explanation:
Command Line is the correct answer to “In Hadoop . . . . . . . . go to the Hadoop distribution directory for HDInsight.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 27 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Apache . . . . . . . . is a data repository containing device information, images, and other relevant information for all sorts of mobile devices.
Correct Answer: Option C — DeviceMap
Detailed Academic Explanation:
DeviceMap is the correct answer to “Apache . . . . . . . . is a data repository containing device information, images, and other relevant information for all sorts of mobile devices.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 28 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
The Amazon . . . . . . . . is a Web-based service that allows business subscribers to run application programs in the Amazon.com computing environment.
Correct Answer: Option D — None of the mentioned
Detailed Academic Explanation:
None of the mentioned is the correct answer to “The Amazon . . . . . . . . is a Web-based service that allows business subscribers to run application programs in the Amazon.com computing environment.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 29 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
The . . . . . . . . attribute in the join node is the name of the workflow join node.
Correct Answer: Option A — name
Detailed Academic Explanation:
name is the correct answer to “The . . . . . . . . attribute in the join node is the name of the workflow join node.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 30 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How many types of nodes are present in Storm cluster?
Correct Answer: Option C — 3
Detailed Academic Explanation:
3 is the correct answer to “How many types of nodes are present in Storm cluster”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 31 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . is an RPC framework that defines a compact binary serialization format used to persist data structures for later analysis.
Correct Answer: Option B — Hive
Detailed Academic Explanation:
Hive is the correct answer to “. . . . . . . . is an RPC framework that defines a compact binary serialization format used to persist data structures for later analysis.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 32 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . builds virtual machines of branches trunk and 0.3 for KVM, VMWare and VirtualBox.
Correct Answer: Option C — Bigtop-VM-matrix
Detailed Academic Explanation:
Bigtop-VM-matrix is the correct answer to “. . . . . . . . builds virtual machines of branches trunk and 0.3 for KVM, VMWare and VirtualBox.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 33 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
The Amazon EMR default input format for Hive is . . . . . . . .
Correct Answer: Option A — org.apache.hadoop.hive.ql.io.CombineHiveInputFormat
Detailed Academic Explanation:
org.apache.hadoop.hive.ql.io.CombineHiveInputFormat is the correct answer to “The Amazon EMR default input format for Hive is . . . . . . . .”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 34 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Amazon . . . . . . . . provides developers the tools to build failure resilient applications and isolate themselves from common failure scenarios.
Correct Answer: Option A — EC2
Detailed Academic Explanation:
EC2 is the correct answer to “Amazon . . . . . . . . provides developers the tools to build failure resilient applications and isolate themselves from common failure scenarios.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 35 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
The Bigtop Jenkins server runs daily jobs for the . . . . . . . . and trunk branches.
Correct Answer: Option C — 0.3
Detailed Academic Explanation:
0.3 is the correct answer to “The Bigtop Jenkins server runs daily jobs for the . . . . . . . . and trunk branches.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 36 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Amazon . . . . . . . . is a Web service that provides real-time monitoring to Amazon's EC2 customers.
Correct Answer: Option B — CloudWatch
Detailed Academic Explanation:
CloudWatch is the correct answer to “Amazon . . . . . . . . is a Web service that provides real-time monitoring to Amazon's EC2 customers.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 37 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Amazon EMR also allows you to run multiple versions concurrently, allowing you to control your . . . . . . . . version upgrade.
Correct Answer: Option C — Hive
Detailed Academic Explanation:
Hive is the correct answer to “Amazon EMR also allows you to run multiple versions concurrently, allowing you to control your . . . . . . . . version upgrade.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 38 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
. . . . . . . . provides multiple language implementations of the Advanced Message Queuing Protocol (AMQP).
Correct Answer: Option B — Qpid
Detailed Academic Explanation:
Qpid is the correct answer to “. . . . . . . . provides multiple language implementations of the Advanced Message Queuing Protocol (AMQP).”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 39 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Impala executes SQL queries using a . . . . . . . . engine.
Correct Answer: Option B — MPP
Detailed Academic Explanation:
MPP is the correct answer to “Impala executes SQL queries using a . . . . . . . . engine.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
Question 40 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Amazon EMR uses Hadoop processing combined with several . . . . . . . . products.
Correct Answer: Option A — AWS
Detailed Academic Explanation:
AWS is the correct answer to “Amazon EMR uses Hadoop processing combined with several . . . . . . . . products.”. This question is standard in competitive examination syllabi for Best Practices And Optimization Of Hadoop.
💡Key Conceptual Anchor:Best Practices And Optimization Of Hadoop
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Advanced Mapreduce Concepts — Part 1
Master the next curriculum module with 40 exam-standard MCQs.
In competitive commission exams (FPSC, PPSC, KPPSC, SPSC, CSS, PMS), questions are frequently phrased with distractor options designed to catch rote learners. Whenever you answer an MCQ, read the Detailed Academic Explanation and Conceptual Anchor to understand why the remaining options are incorrect.