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Updated: May 31, 2026
No. of Questions: 60 Questions & Answers with Testing Engine
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Cloudera Certified Developer for Apache Hadoop Sample Questions:
1. You need a distributed, scalable, data Store that allows you random, realtime read/write access to hundreds of terabytes of data. Which of the following would you use?
A) Hue
B) Flume
C) Pig
D) Hive
E) HBase
F) Oozie
G) Sqoop
2. What types of algorithms are difficult to express MapReduce?
A) Text analysis algorithms on large collections of unstructured text (e.g., Web crawls).
B) Algorithms that requite global, shared state.
C) Relational operations on large amounts of structured and semi structured data.
D) Large-scale graph algorithms that require one-step link traversal.
E) Algorithms that require applying the same mathematical function to large numbers of individual binary records.
3. In a MapReduce job, the reducer receives all values associated with the same key. Which statement is most accurate about the ordering of these values?
A) The values are arbitrarily ordered, and the ordering may vary from run to run of the same MapReduce job.
B) The values are in sorted order.
C) Since the values come from mapper outputs, the reducers will receive contiguous sections of sorted values.
D) The values are arbitrarily ordered, but multiple runs of the same MapReduce job will always have the same ordering.
4. Which of the Following best describes the lifecycle of a Mapper?
A) The JobTracker calls the FastTracker's configure () method, then its map () method and finally its closer ()
B) The JobTracker spawns a new Mapper to process all records in a single file.
C) The TaskTracker spawns a new Mapper to process all records in a single input split.
D) The TaskTracker spawns a new Mapper to process each key-value pair.
5. What is the standard configuration of slave nodes in a Hadoop cluster?
A) Each slave node runs a TaskTracker, but only a fraction of the slave nodes run DataNode daemons.
B) Each slave node runs a DataNode daemon, but only a fraction of the slave nodes run TaskTrackers.
C) Each slave node runs a JobTracker and a DataNode daemon.
D) Each slave node either runs a TaskTracker or a DataNode daemon, but not both.
E) Each slave node runs a TaskTracker and a DataNode daemon.
Solutions:
| Question # 1 Answer: E | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: E |
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