Try Cloudera : CCA-410 valid & accurate questions and answers

Updated: Sep 05, 2025

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Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

1. How does HDFS Federation help HDFS Scale horizontally?

A) HDFS Federation reduces the load on any single NameNode by using the multiple, independent NameNode to manage individual pars of the filesystem namespace.
B) HDFS Federation allows the Standby NameNode to automatically resume the services of an active NameNode.
C) HDFS Federation provides cross-data center (non-local) support for HDFS, allowing a cluster administrator to split the Block Storage outside the local cluster.
D) HDFS Federation improves the resiliency of HDFS in the face of network issues by removing the NameNode as a single-point-of-failure.


2. You has a cluster running with the Fail Scheduler enabled. There are currently no jobs running on the cluster you submit a job A, so that only job A is running on the cluster. A while later, you submit job B.
Now job A and Job B are running on the cluster al the same time. How will the Fair' Scheduler handle these two Jobs?

A) When job A gets submitted, it doesn't consume all the task slot
B) When job A gets submitted, it consumes all the task slot
C) When job B gets submitted, it will get assigned tasks, while job A continues to run with fewer tasks.
D) When job B gets submitted, Job A has to finish first, before job it can get scheduled.


3. In the execution of a MapReduce job, where does the mapper place the intermediate data in each map task?

A) The hadoop framework holds the intermediate data in the task trackers memory until it is transferred to the reducers
B) The mapper stores the intermediate data on the underlying filesystem of the local disk of the machine which ran the map task
C) The mapper transfer the intermediate data immediately to the reducers as it is generated by map task.
D) The mapper transfers the intermediate data to the jobtracker, which then sends it to the reducers


4. Which two daemons must be installed on master nodes in hadoop cluster running mapreduce V1 (MRV1)?

A) ApplicationMaster
B) Zookeeper
C) Resourcemanager
D) Tasktracker
E) Hmaster
F) Namenode
G) Datanode


5. What does each block of a file contain where it is return into HDFS?

A) Each block contains only data from the file
B) Each block writes a separate meta file containing information on the file name of which the block is a part
C) Each block as a header containing metadata
D) Each block has a header and footer containing metadata


Solutions:

Question # 1
Answer: A
Question # 2
Answer: C
Question # 3
Answer: B
Question # 4
Answer: A,F
Question # 5
Answer: B

But there are about 10 questions not included in your CCA-410 dumps.

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