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Cloudera CCA-410 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Security and User Management | - Authentication and authorization
|
| Cluster Architecture and Installation | - Cloudera Manager administration
|
| Cluster Monitoring and Troubleshooting | - Monitoring tools and logs
|
| HDFS Management | - Data lifecycle operations
|
| MapReduce and Processing Framework | - MapReduce v1 execution model (CDH4)
|
Cloudera Certified Administrator for Apache Hadoop CDH4 Sample Questions:
Your Hadoop cluster has 12 slave nodes, a block size set to 64MB, and a replication factor of three.
Choose which best describes how the Hadoop Framework distributes block writes into HDFS from a Reducer outputting a 150MB file?
- A. The Reducer will generate nine blocks and write them randomly to nodes throughout the cluster.
- B. Reducers don't write blocks into HDFS
- C. The slave node on which the Reducer runs gets the first copy of every block written. Other block replicas will be placed on other nodes.
- D. The Reducer will generate twelve blocks and write them to slave nodes nearest the node on which the Reducer runs.
Correct Answer: C 🗳️
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Which MapReduce v2 (MR2/YARN) daemon is a per-machine slave responsible for launching application containers and monitoring application resources usage?
- A. TaskTracker
- B. ApplicationMasterService
- C. NodeManager
- D. ResourceManager
- E. JobTracker
- F. ApplicationMaster
Correct Answer: F 🗳️
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You have a cluster running with the fair scheduler enabled and configured. You submit multiple jobs to the cluster. Each job is assigned to a pool. What are the two key points to remember about how jobs are scheduled with the fair scheduler?
- A. Each pool gets 1/M of the total available tasks slots, where M is the no. of nodes in the cluster
- B. Pools get a dynamically-allocated share of the available task slots (subject to additional constraints)
- C. Each pools share of the tasks slots remains static within the execution of any individual job
- D. Pools are assigned priorites.pools with higher priorities an executed b4 pools with lower priorities
- E. Each pools share of task slots may change throughout the course of job execution
- F. Each pool gets 1/N of the total available tasks slots, where N is the no of jobs running on the cluster
Correct Answer: B,E 🗳️
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A slave node in your cluster has 24GB of Ram and 12 physical processor cores on hyper threading-enabled processor. You set the value of mapped. child.java.opts to -Xmx1G, and the value of mapred.tasktracker.map.tasks.maximum to 12. What is the appropriate value to set for mapred.Tastracker.reduce.tasks.maximum?
- A. 16.
- B. 12
- C. 6
- D. 20
- E. 24
- F. 2
Correct Answer: B 🗳️
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You configure Hadoop cluster with both MapReduce frameworks, MapReduce v1 (MRv1) and MapReduce v2 (MRv2/YARN). Which two MapReduce (computational) daemons do you need to configure to run on your master nodes?
- A. NodeManager
- B. ResourceManager
- C. JournalNode
- D. JobTracker
- E. ApplicationMaster
Correct Answer: B,D 🗳️
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