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Cloudera CCA-410 : Cloudera Certified Administrator for Apache Hadoop CDH4

CCA-410

Exam Code: CCA-410

Exam Name: Cloudera Certified Administrator for Apache Hadoop CDH4

Updated: Aug 19, 2026

Q & A: 97 Questions and Answers

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Cloudera CCA-410 Exam Syllabus Topics:

SectionObjectives
Hadoop Cluster Architecture (CDH4)- Core Hadoop components
  • 1. MapReduce v1 job execution model
    • 2. HDFS architecture and data replication
      - Cluster roles and services
      • 1. NameNode, Secondary NameNode, DataNode roles
        • 2. JobTracker and TaskTracker operations
          Cluster Monitoring and Troubleshooting- Fault diagnosis
          • 1. Performance bottleneck identification
            • 2. Node failure recovery procedures
              - System monitoring
              • 1. Log analysis and alert management
                • 2. Using Cloudera Manager monitoring tools
                  Data Processing Tools and Ecosystem- Data ingestion and processing tools
                  • 1. Flume data ingestion pipelines
                    • 2. Sqoop data import/export
                      - Query and workflow tools
                      • 1. Hive query execution and management
                        • 2. Oozie workflow scheduling basics
                          Security and Cluster Operations- Security configuration
                          • 1. User and permission management
                            • 2. Kerberos authentication basics
                              - Operational maintenance
                              • 1. Upgrades and patch management
                                • 2. Backup and restore strategies
                                  Cluster Installation and Configuration- CDH4 setup
                                  • 1. Installation of Cloudera Manager components
                                    • 2. Cluster provisioning and node configuration
                                      - Service configuration
                                      • 1. Resource allocation and basic tuning
                                        • 2. HDFS and MapReduce configuration tuning
                                          HDFS Administration- Filesystem management
                                          • 1. HDFS commands and file operations
                                            • 2. Permissions and ownership management
                                              - Storage maintenance
                                              • 1. Safe mode and recovery operations
                                                • 2. Data replication and block management

                                                  Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

                                                  1. When requesting a file, how does HDFS retrieves the blocks associated with that file?

                                                  A) the namenode reads the block ID's from disk
                                                  B) the client polls the datanodes for the block ID's
                                                  C) the namenode requires the datanode for the block ID's
                                                  D) The namenode reads the block ID's from memory


                                                  2. Your cluster Mapreduce V1 (MVR1). What determines where blocks are return into HDFS client application?

                                                  A) the client writes immediately to data nodes at random
                                                  B) The client immediately to data nodes based on the clusters rack locality settings
                                                  C) The client queries the name node, which returns information on which data nodes to use. Then client writes to those data nodes.
                                                  D) The clients sends the data to the name node, which then writes those blocks to the data nodes


                                                  3. 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) 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.
                                                  B) Increase the IO.sort.mb as high you can, as close to 1GB as possible.
                                                  C) Decrease the io.sort.mb value below 100M
                                                  D) For 1GB child heap size an io.sort.mb of 128MB will always maximum memory to disk I/O.


                                                  4. When planning a hadoop cluster, what general rule governs the hardware requirements between master nodes and slave nodes?

                                                  A) the master nodes requires less memory and fewer number disk drives than the slave nodes
                                                  B) The master nodes require more memory and greater disk capacity then the slave nodes
                                                  C) The master and slave nodes should have the same hardware configuration
                                                  D) The master nodes requires more memory and no disk drives
                                                  E) The master nodes requires more memory but less disk capacity


                                                  5. Your cluster Mode size is set to 128MB. A client application (client application A) is writing a 500MB file to HDFS. After client application A has written 300MB of data, another client (client application B) attempts to read the file. What is the effect of a second client requesting a file during a write?

                                                  A) Application B can read 256MB of the file
                                                  B) Client application B must wait until the entire file has been written, and will then read its entire contents.
                                                  C) Client application on B can read the 300MB that has been written so far.
                                                  D) Client application B returns an error


                                                  Solutions:

                                                  Question # 1
                                                  Answer: A
                                                  Question # 2
                                                  Answer: C
                                                  Question # 3
                                                  Answer: A
                                                  Question # 4
                                                  Answer: E
                                                  Question # 5
                                                  Answer: A

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