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  • Exam Code: CCA-410
  • Exam Name: Cloudera Certified Administrator for Apache Hadoop CDH4
  • Updated: Sep 06, 2026
  • Q & A: 97 Questions and Answers
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  • Exam Code: CCA-410
  • Exam Name: Cloudera Certified Administrator for Apache Hadoop CDH4
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Cloudera CCA-410 Exam Syllabus Topics:

SectionObjectives
Topic 1: Security and User Management- Authentication and authorization
  • 1. HDFS permissions and ACLs
    • 2. Kerberos integration (if applicable)
      Topic 2: 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. Service deployment and management
            • 2. Configuration best practices
              Topic 3: MapReduce and Processing Framework- MapReduce v1 execution model (CDH4)
              • 1. Job scheduling and monitoring
                • 2. JobTracker and TaskTracker 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. Resource utilization optimization
                        • 2. Fault detection and recovery
                          Topic 5: 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

                                  Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

                                  Question 1

                                  What is the rule governing the formatting of the underlying filesystem in the hadoop cluster?

                                  A. They can use different file system
                                  B. they must all be left as formatted raw disk, hadoop format them automatically
                                  C. They must all use the same file system but this does not need to be the same filesystem as the filesystem used by the namenode
                                  D. They must all use the same filesystem as the namenode
                                  E. They must all be left as unformatted, rawdisk;hadoop uses raw unformatted disk for HDFS


                                  Question 2

                                  You set mapred.tasktracker.reduce.tasks.maximum to a value of 4 on a cluster running mapreduce v1 (MRv1). How many reducers will run for any given job?

                                  A. The number of reducer's for any given job is set by the developer
                                  B. Four reducer's will run. Once set by the cluster administrator, this parameter can't be overridden
                                  C. Maximum of 4 reducers, but the actual number of reducers that run for any given job is based on the volume of input data
                                  D. a maximum of 4 reducer's, but the actual number of reducer's that run for any given job is based on the volume intermediate data.


                                  Question 3

                                  Your company stores user profile records in an OLTP database. You want to join these records with webserver logs. You have already ingested into the hadoop file system. What is the best way to obtain and ingest these user records?

                                  A. Ingest with SQL import
                                  B. Ingest using hives LOAD DATA command
                                  C. Ingest with hadoop streaming
                                  D. Ingest with Pig's Load Command
                                  E. Ingest using the HDFS put command
                                  F. Ingest with flume agents


                                  Question 4

                                  What occurs when you run a hadoop job specifying output directory for job output which already exists in HDFS?

                                  A. An error will occur immediately because the output directory must not already exist.
                                  B. an error will occur after the mappers have completed but before any reducers begin to run because the output path must not exist during the shuffle and sort.
                                  C. the job will run successfully output from the reducers will be placed in a directory called job output -1
                                  D. the job will run successfully. Output from the reducers will override the contents of existing directory


                                  Question 5

                                  The most important consideration for slave nodes in a Hadoop cluster running production jobs that require short turnaround times is:

                                  A. The ratio between the amount of memory and the number of disk drives.
                                  B. The ratio between the number of processor cores and number of disk drives.
                                  C. The ratio between the number of processor cores and total storage capacity.
                                  D. The ratio between the amount of memory and the total storage capacity.
                                  E. The ratio between the number of processor cores and the amount of memory.


                                  Solutions:

                                  Question 1
                                  Answer: D
                                  Question 2
                                  Answer: D
                                  Question 3
                                  Answer: F
                                  Question 4
                                  Answer: A
                                  Question 5
                                  Answer: B

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