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Cloudera CCA-410 Exam Syllabus Topics:

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

                                  Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

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

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

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                                  Identity four pieces of cluster information that are stored on disk on the NameNode?

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

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                                  Which MapReduce daemon instantiates user code, and executes map and reduce tasks on a cluster running MapReduce v1 (MRv1)?

                                  • A. DataNode
                                  • B. NodeManager
                                  • C. ApplicationMaster
                                  • D. NameNode
                                  • E. TaskTracker
                                  • F. JobTracker
                                  • G. ResourceManager
                                  Answer: E

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                                  You install Cloudera Manager on a cluster where each host has 1 GB of RAM. All of the services show their status as concerning. However, all jobs submitted complete without an error.
                                  Why is Cloudera Manager showing the concerning status KM the services?

                                  • A. The slave nodes are swapping.
                                  • B. A slave node's disk ran out of space
                                  • C. DataNode service instance has crashed.
                                  • D. The slave nodes, haven't sent a heartbeat in 60 minutes
                                  Answer: D

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                                  Each slave node in your cluster has four 2 TB hard drives installed (4x2TB). You set a value of the dfs.du.datanode.received parameter to 100GB on each slave node. How does this alter HDFS block storage?

                                  • A. 25 GB on each hard drive may not be used to store HDFS Blocks
                                  • B. All Hard drives may be used to store HDFS blocks as long as at least 100GB in total is available on the node
                                  • C. 100 GB on each hard drive may not be used to store HDFS blocks
                                  • D. a maximum of 100GB on each hard drive may be used to store HDFS blocks
                                  Answer: C

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