Cloudera CCA-410 Q&A - in .pdf

  • CCA-410 pdf
  • Exam Code: CCA-410
  • Exam Name: Cloudera Certified Administrator for Apache Hadoop CDH4
  • Updated: Aug 16, 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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  • Exam Code: CCA-410
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Cloudera CCA-410 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Processing Tools and Ecosystem- Data ingestion and processing tools
  • 1. Flume data ingestion pipelines
    • 2. Sqoop data import/export
      - Query and workflow tools
      • 1. Hive query execution and management
        • 2. Oozie workflow scheduling basics
          Topic 2: Security and Cluster Operations- Security configuration
          • 1. User and permission management
            • 2. Kerberos authentication basics
              - Operational maintenance
              • 1. Backup and restore strategies
                • 2. Upgrades and patch management
                  Topic 3: Cluster Installation and Configuration- CDH4 setup
                  • 1. Cluster provisioning and node configuration
                    • 2. Installation of Cloudera Manager components
                      - Service configuration
                      • 1. Resource allocation and basic tuning
                        • 2. HDFS and MapReduce configuration tuning
                          Topic 4: HDFS Administration- Filesystem management
                          • 1. Permissions and ownership management
                            • 2. HDFS commands and file operations
                              - Storage maintenance
                              • 1. Data replication and block management
                                • 2. Safe mode and recovery operations
                                  Topic 5: Cluster Monitoring and Troubleshooting- Fault diagnosis
                                  • 1. Node failure recovery procedures
                                    • 2. Performance bottleneck identification
                                      - System monitoring
                                      • 1. Using Cloudera Manager monitoring tools
                                        • 2. Log analysis and alert management
                                          Topic 6: Hadoop Cluster Architecture (CDH4)- Core Hadoop components
                                          • 1. HDFS architecture and data replication
                                            • 2. MapReduce v1 job execution model
                                              - Cluster roles and services
                                              • 1. NameNode, Secondary NameNode, DataNode roles
                                                • 2. JobTracker and TaskTracker operations

                                                  Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:

                                                  1. Your developers request that you enable them to use pig on your hadoop cluster. What do you need to configure and / or install?

                                                  A) Install the pig interpreter on the client machines only.
                                                  B) Install the pig jar's on the all slave nodes in the cluster the pig interpreter on the client machines
                                                  C) Install the pig interpreter on the master node which is running the jobtracker
                                                  D) Install the pig interpreter on all nodes in the cluster, and the client machines


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


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


                                                  4. Your cluster is running Map v1 (MRv1), with default replication set to 3, and a cluster blocks 64MB. Identify which best describes the file read process when a Client application connects into the cluster and requests a 50MB file?

                                                  A) The client queries the NameNode and then retrieves the block from the nearest DataNode to the client and then passes that block back to the client.
                                                  B) The client queries the NameNode for the locations of the block, and reads from a random location in the list it receives to eliminate network I/O loads by balancing which nodes it retrieves data from at any given time.
                                                  C) The client queries the NameNode for the locations of the block, and reads all three copies. The first copy to complete transfer to the client is the one the client reads as part of Hadoop's execution framework.
                                                  D) The client queries the NameNode for the locations of the block, and reads from the first location in the list of receives.


                                                  5. 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 8TB of disk space, but it does not matter how the disks are configured
                                                  C) The new nodes must all contain 4 x 2TB hard drives
                                                  D) The new nodes cannot contain more than 8TB of disk space


                                                  Solutions:

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

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