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Cloudera CCD-333 dumps - in .pdf
- Exam Code: CCD-333
- Exam Name: Cloudera Certified Developer for Apache Hadoop
- Updated: Sep 16, 2026
- Q & A: 60 Questions and Answers
- PDF Price: $59.99
- Free Demo
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- Exam Code: CCD-333
- Exam Name: Cloudera Certified Developer for Apache Hadoop
- Updated: Sep 16, 2026
- Q & A: 60 Questions and Answers
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Cloudera CCD-333 dumps - Testing Engine
- Exam Code: CCD-333
- Exam Name: Cloudera Certified Developer for Apache Hadoop
- Updated: Sep 16, 2026
- Q & A: 60 Questions and Answers
- Software Price: $59.99
- Testing Engine
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Cloudera CCD-333 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Formats and Storage | - Serialization formats
|
| Data Ingestion and Integration | - Sqoop
|
| Data Processing Tools | - Hive
|
| Data Processing with MapReduce | - Optimization and debugging
|
| Workflow and Scheduling | - Oozie
|
| Hadoop Ecosystem and Architecture | - YARN Resource Management
|
Cloudera Certified Developer for Apache Hadoop Sample Questions:
Question #1
Which of the following describes how a client reads a file from HDFS?
- A. The client contacts the NameNode for the block location(s). The NameNode contacts theDataNode that holds the requested data block. Data is transferred from the DataNode to the NameNode, and then from the NameNode to the client.
- B. The client queries all DataNodes in parallel. The DataNode that contains the requested data responds directly to the client. The client reads the data directly off the DataNode.
- C. The client contacts the NameNode for the block location(s). The NameNode then queries the DataNodes for block locations. The DataNodes respond to the NameNode, and the NameNode redirects the client to the DataNode that holds the requested data block(s). The client then reads the data directly off the DataNode.
- D. The client queries the NameNode for the block location(s). The NameNode returns the block location(s) to the client. The client reads the data directly off the DataNode(s).
Correct Answer: C 🗳️
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Question #2
In a MapReduce job with 500 map tasks, how many map task attempts will there be?
- A. Exactly 500.
- B. At least 500.
- C. It depends on the number of reducers in the job.
- D. Between 500 and 1000.
- E. At most 500.
Correct Answer: B 🗳️
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Question #3
For each input key-value pair, mappers can emit:
- A. One intermediate key value pair, of a different type.
- B. As many intermediate key value pairs as desired, as long as all the keys have the same type and all the values have the same type.
- C. One intermediate key value pair, but of the same type.
- D. As many intermediate key-value pairs as desired. There are no restrictions on the types of those key-value pairs (i.e., they can be heterogeneous).
- E. As many intermediate key-value pairs as desired, but they cannot be of the same type as the input key-value pair.
Correct Answer: D 🗳️
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Question #4
MapReduce is well-suited for all of the following applications EXCEPT? (Choose one):
- A. Analysis of large amounts of Web logs (queries, clicks, etc.).
- B. Online transaction processing (OLTP) for an e-commerce Website.
- C. Graph mining on a large social network (e.g., Facebook friends network).
- D. Text mining on a large collections of unstructured documents.
Correct Answer: B 🗳️
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Question #5
Which two of the following are valid statements? (Choose two)
- A. HDFS is a distributed file system that replaces ext3 or ext4 on Linux nodes in a Hadoop cluster.
- B. HDFS is a distributed file system that runs on top of native OS filesystems and is well suited to storage of very large data sets.
- C. HDFS has the Characteristic of supporting a "write once, read many" data access model.
- D. HDFS is optimized for storing a large number of files smaller than the HDFS block size.
Correct Answer: B,C 🗳️
Explanation: Only visible for ValidTorrent members. You can sign-up / login (it's free).
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