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Cloudera CCA-470 Exam Overview:

Certification Vendor:Cloudera
Exam Name:Cloudera Certified Administrator for Apache Hadoop (CDH4 Upgrade Exam / CCAH)
Exam Number:CCA-470
Exam Duration:90 minutes
Passing Score:70%
Exam Format:Multiple Choice, Scenario-based Questions
Related Certifications:Cloudera Certified Administrator for Apache Hadoop (CCAH)
Cloudera Certified Professional (CCP) Data Engineer
Available Languages:English
Certificate Validity Period:2 years
Real Exam Qty:40-60
Exam Price:USD 295
Sample Questions:Cloudera CCA-470 Sample Questions
Exam Way:Proctored online exam or authorized testing center (onsite)
Pre Condition:Recommended prior experience with Hadoop administration and familiarity with Linux system operations; CCAH knowledge is typically assumed.
Official Syllabus URL:https://www.cloudera.com/training/certification.html

Cloudera CCA-470 Exam Syllabus Topics:

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

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

                                          1. 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 status of the heartbeats of each DataNode.
                                          C) File permissions of the files in HDFS.
                                          D) Names of the files in HDFS.
                                          E) An edit log of changes that have been made since the last backup of the NameNode.
                                          F) The directory structure of the files in HDFS.
                                          G) An edit log of changes that have been made since the last snapshot compaction by the Secondary NameNode.


                                          2. Identify two features/issues that MapReduce v2 (MRv2/YARN) is designed to address:

                                          A) Single point of failure in the NameNode.
                                          B) Standardize on a single MapReduce API.
                                          C) Resource pressure on the JobTrackr
                                          D) HDFS latency.
                                          E) Ability to run frameworks other than MapReduce, such as MPI.
                                          F) Reduce complexity of the MapReduce APIs.


                                          3. Which of the following statements arc accurate in describing features of Hadoop rack awareness? (Choose 2)

                                          A) Configuration of rack awareness is accomplished using a configuration file. You cannot use a rack topology script.
                                          B) HDFS is rack aware but MapReduce daemons are not.
                                          C) Even for small clusters on a single rack, configuring rack awareness will improve performance.
                                          D) Rack location is considered in the HDFS block placement policy.
                                          E) Hadoop gives preference to intra-rack data transfer In order to conserve bandwidth.


                                          4. Identify four characteristics of a 300MB file that has been written to HDFS with block size of 128MB and all other Hadoop defaults unchanged?

                                          A) Each block will be replicated three times
                                          B) Two of the initial blocks will be 128MB
                                          C) The third block will be 64MB
                                          D) The file will be split into three blocks when initially written into the cluster
                                          E) The third Initial block will be 44 MB
                                          F) The file will consume 1152MB of space in the cluster
                                          G) Each block will be replicated nine times
                                          H) All three blocks will be 128MB


                                          5. Compare the hardware requirements of the NameNode with that of the DataNodes in a Hadoop cluster running MapReduce v1 (MRv1):

                                          A) The NameNode requires more memory and no disk drives.
                                          B) The NameNode requires less memory and less disk capacity than the DataNodes.
                                          C) The NameNode requires more memory but less disk capacity.
                                          D) The NameNode requires more memory and requires greater disk capacity than the DataNodes.
                                          E) The NameNode and DataNodes should the same hardware configuration.


                                          Solutions:

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

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