Advanced Mapreduce Concepts — Part 2 MCQs with Explanations
Practice high-yield Computer Science & IT MCQs on Advanced Mapreduce Concepts — 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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Question 1 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following adds a configuration resource?
Correct Answer: Option D — addResource
Detailed Academic Explanation:
addResource is the correct answer to “Which of the following adds a configuration resource”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Which of the following statement can be used to get the storage policy of a file or a directory?
Correct Answer: Option A — hdfs dfsadmin -getStoragePolicy path
Detailed Academic Explanation:
hdfs dfsadmin -getStoragePolicy path is the correct answer to “Which of the following statement can be used to get the storage policy of a file or a directory”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is an input format for reading data from a relational database, using JDBC.
Correct Answer: Option B — DBInputFormat
Detailed Academic Explanation:
DBInputFormat is the correct answer to “. . . . . . . . is an input format for reading data from a relational database, using JDBC.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The key, a . . . . . . . . is the byte offset within the file of the beginning of the line.
Correct Answer: Option B — LongWritable
Detailed Academic Explanation:
LongWritable is the correct answer to “The key, a . . . . . . . . is the byte offset within the file of the beginning of the line.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The Job makes a copy of the . . . . . . . . so that any necessary internal modifications do not reflect on the incoming parameter.
Correct Answer: Option B — Configuration
Detailed Academic Explanation:
Configuration is the correct answer to “The Job makes a copy of the . . . . . . . . so that any necessary internal modifications do not reflect on the incoming parameter.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is the output produced by TextOutputFor mat, Hadoop default OutputFormat.
Correct Answer: Option B — KeyValueTextOutputFormat
Detailed Academic Explanation:
KeyValueTextOutputFormat is the correct answer to “. . . . . . . . is the output produced by TextOutputFor mat, Hadoop default OutputFormat.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is a data migration tool added for archiving data.
Correct Answer: Option A — Mover
Detailed Academic Explanation:
Mover is the correct answer to “. . . . . . . . is a data migration tool added for archiving data.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is added for supporting writing single replica files in memory.
Correct Answer: Option C — RAM_DISK
Detailed Academic Explanation:
RAM_DISK is the correct answer to “. . . . . . . . is added for supporting writing single replica files in memory.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The CapacityScheduler supports . . . . . . . . queues to allow for more predictable sharing of cluster resources.
Correct Answer: Option B — Hierarchical
Detailed Academic Explanation:
Hierarchical is the correct answer to “The CapacityScheduler supports . . . . . . . . queues to allow for more predictable sharing of cluster resources.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is another implementation of the MapRunnable interface that runs mappers concurrently in a configurable number of threads.
Correct Answer: Option C — MultithreadedMapRunner
Detailed Academic Explanation:
MultithreadedMapRunner is the correct answer to “. . . . . . . . is another implementation of the MapRunnable interface that runs mappers concurrently in a configurable number of threads.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Users can bundle their Yarn code in a . . . . . . . . file and execute it using jar command.
Correct Answer: Option B — jar
Detailed Academic Explanation:
jar is the correct answer to “Users can bundle their Yarn code in a . . . . . . . . file and execute it using jar command.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
In . . . . . . . . the default job is similar, but not identical, to the Java equivalent.
Correct Answer: Option B — Streaming
Detailed Academic Explanation:
Streaming is the correct answer to “In . . . . . . . . the default job is similar, but not identical, to the Java equivalent.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The simplest way to do authentication is using . . . . . . . . command of Kerberos.
Correct Answer: Option B — kinit
Detailed Academic Explanation:
kinit is the correct answer to “The simplest way to do authentication is using . . . . . . . . command of Kerberos.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
In order to turn on RPC authentication in hadoop, set the value of hadoop.security.authentication property to . . . . . . . .
Correct Answer: Option B — kerberos
Detailed Academic Explanation:
kerberos is the correct answer to “In order to turn on RPC authentication in hadoop, set the value of hadoop.security.authentication property to . . . . . . . .”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
For running hadoop service daemons in Hadoop in secure mode . . . . . . . . principals are required.
Correct Answer: Option B — Kerberos
Detailed Academic Explanation:
Kerberos is the correct answer to “For running hadoop service daemons in Hadoop in secure mode . . . . . . . . principals are required.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Administrators typically define parameters as final in . . . . . . . . for values that user applications may not alter.
Correct Answer: Option B — core-site.xml
Detailed Academic Explanation:
core-site.xml is the correct answer to “Administrators typically define parameters as final in . . . . . . . . for values that user applications may not alter.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Which of the following method is used to get user-specified job name?
Correct Answer: Option A — getJobName()
Detailed Academic Explanation:
getJobName() is the correct answer to “Which of the following method is used to get user-specified job name”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is a variant of SequenceFileInputFormat that converts the sequence file's keys and values to Text objects.
Correct Answer: Option B — SequenceFileAsTextInputFormat
Detailed Academic Explanation:
SequenceFileAsTextInputFormat is the correct answer to “. . . . . . . . is a variant of SequenceFileInputFormat that converts the sequence file's keys and values to Text objects.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Which of the following command runs ResourceManager admin client?
Correct Answer: Option D — rmadmin
Detailed Academic Explanation:
rmadmin is the correct answer to “Which of the following command runs ResourceManager admin client”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Which of the following is used to list out the storage policies?
Correct Answer: Option A — hdfs storagepolicies
Detailed Academic Explanation:
hdfs storagepolicies is the correct answer to “Which of the following is used to list out the storage policies”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The configuration file must be owned by the user running . . . . . . . .
Correct Answer: Option B — NodeManager
Detailed Academic Explanation:
NodeManager is the correct answer to “The configuration file must be owned by the user running . . . . . . . .”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . checks whether the given key is deprecated.
Correct Answer: Option A — isDeprecated
Detailed Academic Explanation:
isDeprecated is the correct answer to “. . . . . . . . checks whether the given key is deprecated.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . used by YARN framework which defines how any container launched and controlled.
Correct Answer: Option B — ContainerExecutor
Detailed Academic Explanation:
ContainerExecutor is the correct answer to “. . . . . . . . used by YARN framework which defines how any container launched and controlled.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The . . . . . . . . requires that paths including and leading up to the directories specified in yarn.nodemanager.local-dirs.
Correct Answer: Option B — LinuxTaskController
Detailed Academic Explanation:
LinuxTaskController is the correct answer to “The . . . . . . . . requires that paths including and leading up to the directories specified in yarn.nodemanager.local-dirs.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The . . . . . . . . is the ultimate authority that arbitrates resources among all the applications in the system.
Correct Answer: Option B — ResourceManager
Detailed Academic Explanation:
ResourceManager is the correct answer to “The . . . . . . . . is the ultimate authority that arbitrates resources among all the applications in the system.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is the base class for all implementations of InputFormat that use files as their data source.
Correct Answer: Option B — FileInputFormat
Detailed Academic Explanation:
FileInputFormat is the correct answer to “. . . . . . . . is the base class for all implementations of InputFormat that use files as their data source.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is used for writing blocks with single replica in memory.
Correct Answer: Option B — Lazy_Persist
Detailed Academic Explanation:
Lazy_Persist is the correct answer to “. . . . . . . . is used for writing blocks with single replica in memory.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Which of the following class provides access to configuration parameters?
Correct Answer: Option B — Configuration
Detailed Academic Explanation:
Configuration is the correct answer to “Which of the following class provides access to configuration parameters”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
An . . . . . . . . is responsible for creating the input splits, and dividing them into records.
Correct Answer: Option D — InputFormat
Detailed Academic Explanation:
InputFormat is the correct answer to “An . . . . . . . . is responsible for creating the input splits, and dividing them into records.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Which of the following is the default output format?
Correct Answer: Option C — TextOutputFormat
Detailed Academic Explanation:
TextOutputFormat is the correct answer to “Which of the following is the default output format”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
ARCHIVE is the correct answer to “Which of the following has high storage density”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
Correct Answer: Option C — Yet Another Resource Negotiator
Detailed Academic Explanation:
Yet Another Resource Negotiator is the correct answer to “Apache Hadoop YARN stands for . . . . . . . .”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
MapReduce has undergone a complete overhaul in hadoop is . . . . . . . .
Correct Answer: Option B — 0.23
Detailed Academic Explanation:
0.23 is the correct answer to “MapReduce has undergone a complete overhaul in hadoop is . . . . . . . .”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . takes node and rack locality into account when deciding which blocks to place in the same split.
Correct Answer: Option B — CombineFileInputFormat
Detailed Academic Explanation:
CombineFileInputFormat is the correct answer to “. . . . . . . . takes node and rack locality into account when deciding which blocks to place in the same split.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . class allows you to specify the InputFormat and Mapper to use on a per-path basis.
Correct Answer: Option B — MultipleInputs
Detailed Academic Explanation:
MultipleInputs is the correct answer to “. . . . . . . . class allows you to specify the InputFormat and Mapper to use on a per-path basis.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The . . . . . . . . is a framework-specific entity that negotiates resources from the ResourceManager.
Correct Answer: Option C — ApplicationMaster
Detailed Academic Explanation:
ApplicationMaster is the correct answer to “The . . . . . . . . is a framework-specific entity that negotiates resources from the ResourceManager.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . method clears all keys from the configuration.
Correct Answer: Option A — clear
Detailed Academic Explanation:
clear is the correct answer to “. . . . . . . . method clears all keys from the configuration.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
The . . . . . . . . is responsible for allocating resources to the various running applications subject to familiar constraints of capacities, queues etc.
Correct Answer: Option C — Scheduler
Detailed Academic Explanation:
Scheduler is the correct answer to “The . . . . . . . . is responsible for allocating resources to the various running applications subject to familiar constraints of capacities, queues etc.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
An input . . . . . . . . is a chunk of the input that is processed by a single map.
Correct Answer: Option B — split
Detailed Academic Explanation:
split is the correct answer to “An input . . . . . . . . is a chunk of the input that is processed by a single map.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
. . . . . . . . is useful for iterating the properties when all deprecated properties for currently set properties need to be present.
Correct Answer: Option B — setDeprecatedProperties
Detailed Academic Explanation:
setDeprecatedProperties is the correct answer to “. . . . . . . . is useful for iterating the properties when all deprecated properties for currently set properties need to be present.”. This question is standard in competitive examination syllabi for Advanced Mapreduce Concepts.
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.