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Cloudera CCA-470 Exam Syllabus Topics:

SectionObjectives
Topic 1: Security and Cluster Management- Authentication and authorization
  • 1. HDFS permissions and ACLs
    • 2. Kerberos integration basics
      Topic 2: Hadoop Cluster Architecture- Cluster roles and services
      • 1. ResourceManager and NodeManager roles
        • 2. NameNode and DataNode responsibilities
          - Core Hadoop components overview
          • 1. HDFS architecture and data storage model
            • 2. MapReduce execution model
              Topic 3: Cluster Installation and Upgrade (CDH4)- Installation and configuration
              • 1. Cloudera Manager setup
                • 2. CDH4 deployment procedures
                  - Upgrade process
                  • 1. Upgrading from earlier CDH versions to CDH4
                    • 2. Rolling upgrade strategies
                      Topic 4: Hadoop Ecosystem Tools- Data processing tools
                      • 1. Hive query execution basics
                        • 2. Pig scripting fundamentals
                          - Data ingestion tools
                          • 1. Flume data ingestion architecture
                            • 2. Sqoop data transfer between RDBMS and HDFS
                              Topic 5: YARN and Resource Management- Resource scheduling
                              • 1. Capacity and Fair Scheduler concepts
                                • 2. Application lifecycle management
                                  Topic 6: HDFS Administration- Filesystem operations
                                  • 1. HDFS commands and file management
                                    • 2. Replication and block management
                                      - Maintenance and troubleshooting
                                      • 1. Safemode operations
                                        • 2. Data recovery and cluster health checks

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

                                          What determines the number of Reduces that run a given MapReduce job on a cluster running MapReduce v1 (MRv1)?

                                          • A. It is set by the developer.
                                          • B. It is set and fixed by the cluster administrator in mapred-site.xml. The number set always run for any submitted job.
                                          • C. It is set by the Hadoop framework and is based on the number of InputSplits of the job.
                                          • D. It is set by the JobTracker based on the amount of intermediate data.
                                          Answer: A

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                                          You've configured your cluster with HDFS Federation. One NameNode manages the /data namesapace and another Name/Node manages the /reports namespace. How do you configure a client machine to access both the /data and the /reports directories on the cluster?

                                          • A. Configure the client to mount the /data namespace. As long as a single namespace is mounted and the client participates in the cluster, HDFS grants access to all files in the cluster to that client.
                                          • B. You cannot configure a client to access both directories in the current implementation of HDFS Federation.
                                          • C. Configure the client to mount both namespaces by specifying the appropriate properties in the core-site.xml
                                          • D. You don't need to configure any parameters on the client machine. Access is controlled by the NameNodes managing the namespace.
                                          Answer: B

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

                                          What two processes must you do if you are running a Hadoop cluster with a single NameNode and six DataNodes, and you want to change a configuration parameter so that it affects all six DataNodes.

                                          • A. You must modify the configuration files on the NameNode only. DataNodes read their configuration from the master nodes.
                                          • B. You must modify the configuration files on only one of the DataNode machine
                                          • C. You must restart the NameNode daemon to apply the changes to the cluster
                                          • D. You must modify the configuration files on each of the six DataNode machines.
                                          • E. You must restart all six DataNode daemons to apply the changes to the cluster.
                                          • F. You don't need to restart any daemon, as they will pick up changes automatically.
                                          Answer: A,C

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

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

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