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Cloudera Certified Administrator for Apache Hadoop CDH4 Upgrade Exam (CCAH) Sample Questions:
1. 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 slave node on which the Reducer runs gets the first copy of every block written. Other block replicas will be placed on other nodes.
B) The Reducer will generate nine blocks and write them randomly to nodes throughout the cluster.
C) The Reducer will generate twelve blocks and write them to slave nodes nearest the node on which the Reducer runs.
D) Reducers don't write blocks into HDFS
2. What would be a reasonable configuration of disk drives in a Hadoop datanode?
A) 48 1.5 TB disk drives in a RAID configuration
B) Four 1TB disk drives in a JBOD configuration
C) 48 1.5TB disk drives in a JBOD configuration
D) One 1TB disk drive
E) Four 1TB disk drives in a RAID configuration
3. Which of the following statements is the most accurate about the choice of operating systems to run on a Hadoop cluster?
A) Linux and Solaris/OpenSolaris are preferable to Windows. Solaris running on SPARC hardware is the preferred Hadoop slave node configuration.
B) The choice of operating system isn't very important for a Hadoop cluster.
C) Linux is preferable to Windows and Solaris/OpenSolaris. Some Linux distributions are intended for cluster environments more than others.
D) Linux is preferable to Windows and Solaris/OpenSolaris, but the choice of Linux distribution is unimportant when planning a Hadoop cluster.
4. You have a cluster running with the Fair Scheduler enabled and configured. You submit multiple jobs to cluster. Each job is assigned to a pool. How are jobs scheduled? (Choose 2)
A) Each pool gets 1/M of the total available task slots, where M is the number of nodes in the cluster
B) Each pool gets 1/N of the total available task slots, where N is the number of jobs running on the cluster.
C) Each pool's share of task slots may change throughout the course of job execution.
D) Pools are assigned priorities. Pools with higher priorities are executed before pools with lower priorities.
E) Pools get a dynamically-allocated share of the available task slots (subject to additional constraints).
F) Each pool's share of task slots remains static within the execution of any individual job.
5. You have cluster running with the FIFO Scheduler enabled. You submit a large job A to the cluster, which you expect to run for one hour. Then, you submit job B to cluster, which you expect to run a couple of minutes only.
You submit both jobs with the same priority.
Which two best describes how the FIFO Scheduler arbitrates the cluster resources for a job and its tasks?
A) The FIFO Scheduler will give, on average, equal share of the cluster resources over the job lifecycle.
B) Because there is more then a single job on the cluster, the FIFO Scheduler will enforce a limit on the percentage of resources allocated to a particular job at any given time.
C) Tasks are scheduled in the order of their jobs' submission.
D) Given Jobs A and B submitted in that order, all tasks from job A are guaranteed to finish before all tasks from job B.
E) The order of execution of tasks within a job may vary.
F) The FIFO Schedule will pass an exception back to the client when Job B is submitted, since all slots on the cluster are in use.
Solutions:
Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: D,E | Question # 5 Answer: C,D |