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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) Pig
B) Hue
C) Hive
D) Sqoop
E) HBase
F) Flume
G) Oozie
2. In the standard word count MapReduce algorithm, why might using a combiner reduce the overall Job running time?
A) Because combiners perform local aggregation of word counts, thereby allowing the mappers to process input data faster.
B) Because combiners perform local aggregation of word counts, thereby reducing the number of mappers that need to run.
C) Because combiners perform local aggregation of word counts, and then transfer that data to reducers without writing the intermediate data to disk.
D) Because combiners perform local aggregation of word counts, thereby reducing the number of key-value pairs that need to be snuff let across the network to the reducers.
3. Your cluster has 10 DataNodes, each with a single 1 TB hard drive. You utilize all your disk capacity for HDFS, reserving none for MapReduce. You implement default replication settings. What is the storage capacity of your Hadoop cluster (assuming no compression)?
A) about 10 TB
B) about 3 TB
C) about 11 TB
D) about 5 TB
4. MapReduce is well-suited for all of the following applications EXCEPT? (Choose one):
A) Text mining on a large collections of unstructured documents.
B) Online transaction processing (OLTP) for an e-commerce Website.
C) Analysis of large amounts of Web logs (queries, clicks, etc.).
D) Graph mining on a large social network (e.g., Facebook friends network).
5. You are developing a combiner that takes as input Text keys, IntWritable values, and emits Text keys, Intwritable values. Which interface should your class implement?
A) Reducer <Text, Text, IntWritable, IntWritable>
B) Combiner <Text, IntWritable, Text, IntWritable>
C) Mapper <Text, IntWritable, Text, IntWritable>
D) Reducer <Text, IntWritable, Text, IntWritable>
E) Combiner <Text, Text, IntWritable, IntWritable>
Solutions:
| Question # 1 Answer: E | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: B |
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