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Cloudera CCA-410 Exam Syllabus Topics:

SectionObjectives
Topic 1: MapReduce and Processing Framework- MapReduce v1 execution model (CDH4)
  • 1. JobTracker and TaskTracker management
    • 2. Job scheduling and monitoring
      Topic 2: Security and User Management- Authentication and authorization
      • 1. HDFS permissions and ACLs
        • 2. Kerberos integration (if applicable)
          Topic 3: HDFS Management- Data lifecycle operations
          • 1. Data ingestion and movement
            • 2. Backup and recovery strategies
              - HDFS architecture and operations
              • 1. Replication and storage policies
                • 2. NameNode and DataNode management
                  Topic 4: Cluster Monitoring and Troubleshooting- Monitoring tools and logs
                  • 1. Log analysis and diagnostics
                    • 2. Cloudera Manager monitoring dashboards
                      - Performance tuning and optimization
                      • 1. Fault detection and recovery
                        • 2. Resource utilization optimization
                          Topic 5: Cluster Architecture and Installation- CDH4 cluster planning and deployment
                          • 1. Installation and configuration of CDH components
                            • 2. Node roles and cluster topology design
                              - Cloudera Manager administration
                              • 1. Configuration best practices
                                • 2. Service deployment and management

                                  Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

                                  Using cloudera manager on CDH4 cluster running mapreduce V1(MRv1), you delete a tasktracker role instance from a host that also a runs a datanode role instance and a region server role instance.cloudera
                                  Manager make changes to the cluster and prompts you to the accept the changes.
                                  What other configuration option will cloudera manager automatically prompt you to change?

                                  • A. the option to immediately rebalance the cluster
                                  • B. The option to change java maximum heap sizes for the other role instances
                                  • C. the option to specify an alternate slave host to place the received data node role instance
                                  • D. The option to failover to the instance by namenode
                                  Answer: C

                                  What is the recommended disk configuration for slave nodes in your Hadoop cluster with 6 x 2 TB hard drives?

                                  • A. RAID 10
                                  • B. RAID 5
                                  • C. RAID 1+0
                                  • D. JBOD
                                  Answer: D

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                                  Which two features does Kerberos security add to a Hadoop cluster?

                                  • A. Encryption on all remote procedure calls (RPCs)
                                  • B. Authentication for user access to the cluster against a central server
                                  • C. User authentication on all remote procedure calls (RPcs)
                                  • D. Root access to the cluster for users hdfs and mapred but non-root acess clients
                                  • E. Encryption for data on disk ("at rest")
                                  Answer: B,C

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                                  Your existing Hadoop cluster has 30 slave nodes, each of which has 4 x 2T hard drives. You plan to add another 10 nodes. How much disk space can your new nodes contain?

                                  • A. The new nodes can contain any amount of disk space
                                  • B. The new nodes cannot contain more than 8TB of disk space
                                  • C. The new nodes must all contain 4 x 2TB hard drives
                                  • D. The new nodes must all contain 8TB of disk space, but it does not matter how the disks are configured
                                  Answer: A

                                  A client application opens a file write stream on your cluster. Which two metadata changes occur during a file write?

                                  • A. the change is written to the fsimage file
                                  • B. The change is written to the namenode disk
                                  • C. the change is written to the secondary namenode
                                  • D. the metadata in Ram on the namenode is flushed to disk
                                  • E. The metadata in a Ram on the name node is updated
                                  • F. The change is written to the edits file
                                  • G. the namenode triggers a block report to update block locations in the edits file
                                  Answer: D,F

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