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

  • Exam Code: CCA-410
  • Exam Name: Cloudera Certified Administrator for Apache Hadoop CDH4
  • Updated: Jul 19, 2026     Q & A: 97 Questions and Answers

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Cloudera CCA-410 Exam Syllabus Topics:

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

                                                  Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

                                                  1. Which daemons instantiates JVM's to perform mapreduce processing in a cluster running mapreduce v1 (MRv1)?

                                                  A) Tasktracker
                                                  B) Applicationmaster
                                                  C) Datanode
                                                  D) Jobtracker
                                                  E) Resourcemanager
                                                  F) applicationmanager
                                                  G) Nodemanager
                                                  H) Namenode


                                                  2. What action occurs automatically on a cluster when a DataNode is marked as dead?

                                                  A) The next time a client submits job that requires blocks from the dead DataNode, the JobTracker receives no heart beats from the DataNode. The JobTracker tells the NameNode that the DataNode is dead, which triggers block re-replication on the cluster.
                                                  B) The NameNode forces re-replication of all the blocks which were stored on the dead DataNode.
                                                  C) The replication factor of the files which had blocks stored on the dead DataNode is temporarily reduced, until the dead DataNode is recovered and returned to the cluster.
                                                  D) The NameNode informs the client which write the blocks that are no longer available; the client then re-writes the blocks to a different DataNode.


                                                  3. On a cluster running MapReduce v1 (MRv1), a MapReduce job is given a directory of 10 plain text as its input directory. Each file is made up of 3 HDFS blocks. How many Mappers will run?

                                                  A) We cannot say; the number of Mappers is determined by the developer
                                                  B) 10
                                                  C) 30
                                                  D) 1


                                                  4. Your Hadoop cluster contains nodes in three racks. Choose which scenario results if you leave the dfs.hosts property in the NameNode's configuration file empty (blank)?

                                                  A) Any machine running the DataNode daemon can immediately join the cluster.
                                                  B) The NameNode will update dfs.hosts property to include machines running the DataNode daemon on the next NameNode reboot or with a dfsadmin -refreshNodes.
                                                  C) Presented with a blank dfs.hosts property, the NameNode will permit DataNodes specified in mapred.hosts to join the cluster.
                                                  D) No new can be added to the cluster until you specify them in the dfs.hosts file.


                                                  5. Identify which two daemons typically run each slave node in a Hadoop cluster running MapReduce v1 (MRv1)

                                                  A) JobTracker
                                                  B) NodeManager
                                                  C) TaskTracker
                                                  D) NameNode
                                                  E) DataNode
                                                  F) Secondary NameNode


                                                  Solutions:

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

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