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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Installation & Configuration | 25% | - Cloudera Manager integration and configuration - Upgrading clusters from CDH3 to CDH4 - Configuring core services in CDH4 |
| Topic 2: Cluster Maintenance & Upgrades | 10% | - Performing rolling upgrades - Backup and recovery procedures |
| Topic 3: Security & Data Management | 15% | - HDFS optimization and maintenance - Data ingestion with Flume and Sqoop - Security enhancements in CDH4 |
| Topic 4: CDH4 Architecture & New Features | 25% | - HDFS high availability enhancements - MapReduce v2 vs MapReduce v1 differences - YARN architecture and resource management |
| Topic 5: Cluster Administration & Operations | 25% | - Monitoring CDH4 clusters and services - Troubleshooting common CDH4 issues - Managing resources with YARN schedulers |
Question 1
How does the NameNode know DataNodes are available on a cluster running MapReduce v1 (MRv1)
A. DataNodes heartbeat in the master on a regular basis.
B. The NameNode broadcasts a heartbeat on the network on a regular basis, and DataNodes respond.
C. DataNodes listed in the dfs.hosts file. The NameNode uses as the definitive list of available DataNodes.
D. The NameNode send a broadcast across the network when it first starts, and DataNodes respond.
Question 2
How must you format the underlying filesystem of your Hadoop cluster's slave nodes running on Linux?
A. They must be formatted as either ext3 or ext4
B. They must be formatted as HDFS
C. They may be formatted in nay Linux filesystem
D. They must not be formatted - - HDFS will format the filesystem automatically
Question 3
Which scheduler would you deploy to ensure that your cluster allows short jobs to finish within a reasonable time without starving long-running jobs?
A. FIFO Scheduler
B. Capacity Scheduler
C. Fair Scheduler
D. Completely Fair Scheduler (CFS)
Question 4
How does the HDFS architecture provide redundancy?
A. Reliance on SAN devices as a DataNode interface.
B. Reliance on RAID at each datanode.
C. Storing multiple replicas of data blocks on different DataNodes.
D. DataNodes make copies of their data blocks, and put them on different local disks.
Question 5
Your developers request that you enable them to use Hive on your Hadoop cluster. What do install and/or configure?
A. Install the Hive interpreter on the client machines and all nodes on the cluster
B. Install the Hive Interpreter on the client machines and all the slave nodes, and configure a shared remote Hive Metastore.
C. Install the Hive interpreter on the client machines only, and configure a shared remote Hive Metastore.
D. Install the Hive interpreter on the master node running the JobTracker, and configure a shared remote Hive Metastore.
Solutions:
| Question 1 Answer: A | Question 2 Answer: A | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: C |
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