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Cloudera CCA-470 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: CDH4 Architecture & New Features | 25% | - YARN architecture and resource management - HDFS high availability enhancements - MapReduce v2 vs MapReduce v1 differences |
| Topic 2: Cluster Administration & Operations | 25% | - Troubleshooting common CDH4 issues - Monitoring CDH4 clusters and services - Managing resources with YARN schedulers |
| Topic 3: Installation & Configuration | 25% | - Configuring core services in CDH4 - Upgrading clusters from CDH3 to CDH4 - Cloudera Manager integration and configuration |
| Topic 4: Cluster Maintenance & Upgrades | 10% | - Performing rolling upgrades - Backup and recovery procedures |
| Topic 5: Security & Data Management | 15% | - Security enhancements in CDH4 - HDFS optimization and maintenance - Data ingestion with Flume and Sqoop |
Cloudera Certified Administrator for Apache Hadoop CDH4 Upgrade Exam (CCAH) Sample Questions:
You have a cluster running with the Fair in Scheduler enabled. There are currently no jobs running on the cluster, and you submit a job A, so that only job A is running on the cluster. A while later,
you submit job B, Now job A and job B are running on the cluster at the same time.
Which of the following describes how the Fair Scheduler operates? (Choose 2)
- A. When job A gets submitted, it consumes all the task slots.
- B. When job A gets submitted, it doesn't consume all the task slots.
- C. When job B gets submitted, job A has to finish first, before job B can get scheduled.
- D. When job B gets submitted, it will get assigned tasks, while job A continues to run with fewer tasks.
Correct Answer: A,C 🗳️
Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).
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 JobTracker based on the amount of intermediate data.
- 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 developer.
Correct Answer: D 🗳️
Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).
Under which scenario would it be most appropriate to consider using faster (e.g 10 Gigabit) Ethernet as the network fabric for your Hadoop cluster?
- A. When the typical workloads generates a large amount of intermediate data, on the order of the input data itself.
- B. When the typical workloads consists of processor-intensive tasks.
- C. When the typical workloads generates a large amount of output data, significantly larger than the amount of intermediate data.
- D. When the typical workloads consumes a large amount of input data, relative to the entire capacity of HDFS.
Correct Answer: A 🗳️
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For each job, the Hadoop framework generates task log files. Where are Hadoop's task log files stored?
- A. In HDFS, in the directory of the user who generates the job.
- B. Cached on the local disk of the slave node running the task, then copied into HDFS.
- C. On the local disk of the slave node running the task.
- D. Cached on the local disk of the slave node running the task, then purged immediately upon task completion.
Correct Answer: A 🗳️
Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).
Which of the following describe the functions of a scheduling algorithm? (Choose 4)
- A. Run jobs at periodic times of the day.
- B. Support the implementation of service-level agreements for multiple cluster users.
- C. Allow multiple users to share clusters in a predictable, policy-guided manner.
- D. Reduce the total amount of computation necessary to complete a job.
- E. Allow short Jobs to complete even when large, long jobs (consuming a lot of resources) are running.
- F. Reduce job latencies in an environment with multiple jobs of different sizes.
Correct Answer: A,C,D,F 🗳️
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