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Cloudera Certified Administrator for Apache Hadoop CDH4 Upgrade Exam (CCAH) : CCA-470

  • Exam Code: CCA-470
  • Exam Name: Cloudera Certified Administrator for Apache Hadoop CDH4 Upgrade Exam (CCAH)
  • Updated: May 30, 2026
  • Q & A: 87 Questions and Answers

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Cloudera Certified Administrator for Apache Hadoop CDH4 Upgrade Exam (CCAH) Sample Questions:

1. You observe that the number of spilled records from map tasks for exceeds the number of map output records. You child heap size is 1 GB and your io.sort.mb value is set to 100MB. How would you tune your io.sort.mb value to achieve maximum memory to disk I/O ratio?

A) Increase the IO.sort.mb as high you can, as close to 1GB as possible.
B) Decrease the io.sort.mb value below 100M
C) For 1GB child heap size an io.sort.mb of 128MB will always maximum memory to disk I/O.
D) Tune io.sort.mb value until you observe that the number of spilled records equals (or is as close to equals) the number of map output records.


2. What information is stored on disk on the NameNode? (Choose 4)

A) The directory structure of the files in HDFS.
B) An edit log of changes that have been made since the last backup of the NameNode.
C) Names of the files in HDFS.
D) The status of the heartbeats of each DataNode.
E) A catalog of DataNodes and the blocks that are stored on them.
F) File permissions of the files in HDFS.
G) An edit log of changes that have been made since the last snapshot compaction by the Secondary NameNode.


3. Your cluster has nodes in seven racks, and you have provided a rack topology script. What is Hadoop's block placement policy, assuming a block replication factor of three?

A) All three of the block are written to nodes on the same rack
B) One copy of the block is written to a node in each of three racks
C) Because there are seven racks the block is written to a node on each rack
D) One copy of the block is written to a node in one rack; two copies are written to two nodes in a different rack


4. You are running a Hadoop cluster with NameNode on host mynamenode, a secondary NameNode on host mysecondary and DataNodes.
Which best describes how you determine when the last checkpoint happened?

A) Connect to the web UI of the Secondary NameNode (http://mysecondarynamenode:50090) and look at the "Last Checkpoint" information
B) Execute hdfs dfsadmin -saveNameSpace on the command line which returns to you the last checkpoint value in fstime file.
C) Execute hdfs dfsadmin -report on the command line in and look at the Last Checkpoint information.
D) Connect to the web UI of the NameNode (http://mynamenode:50070/) and look at the "Last Checkpoint" information


5. Which two updates occur when a client application opens a stream to begin a file write on a cluster running MapReduce v1 (MRv1)?

A) The metadata in RAM on the NameNode is updated.
B) The change is written to the edits file.
C) The metadata in RAM on the NameNode is flushed disk.
D) The change is written to the NameNode disk.
E) Once the write stream closes on the DataNode, the DataNode immediately initiates a black report to the NameNode.
F) The metadata in the RAM on the NameNode is flushed to disk.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: A,C,E,G
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: B,C

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