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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Application Development Overall Guide | 15% | - Application development fundamentals - Big data scenario-based solutions - Big data concepts and architecture |
| Topic 2: Big Data Offline Batch Processing Scenario-based Solution | 25% | - Offline batch processing solutions - Spark SQL and data ingestion tools (Loader, Sqoop, Kettle) - HDFS and Hive fundamentals |
| Topic 3: Big Data Real-time Retrieval Scenario-based Solution | 30% | - Distributed database concepts (HBase, Elasticsearch, GES) - Real-time query optimization - Real-time retrieval solution components |
| Topic 4: Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Stream data ingestion and processing - Streaming use cases and configuration - Real-time stream processing frameworks (Flume, Kafka, Spark Streaming, Flink) |
Question 1
When the HDFS client writes files with N copies, which of the following is correct about the writing process? (multiple choice)
A. The copied file blocks are all stored on the same rack by default.
B. The first copy of the data block is prioritized on the node where the client writing the data block is located.
C. Each DataNode can store at most 1 copy.
D. Support multiple users to write to the same file at the same time.
Question 2
Which role in Yarn manages the resources (CPU/Memory) of a single node?
A. NodeManager
B. NameNode
C. ResourceManager
D. Data Node
Question 3
Which of the following is not a feature of MapReduce?
A. Good scalability
B. High fault tolerance
C. Real-time calculation
D. Easy to program
Question 4
In FusionInsight HD, regarding the secondary development of Hive UDF, which of the following descriptions is correct? (multiple choice)
A. User-defined UDF is not allowed to add information such as summary and status.
B. Before the user-defined UDF is used, it needs to be created in the Hive system.
C. User-defined UDF can add deterministic and statefull annotations according to the actual situation.
D. In a secure cluster, user-defined UDFs are recommended to be created before each use.
Question 5
In FusionInsight HD, in which ways can I view the debugging results of Oozie jobs? (multiple choice)
A. View program running results through Hue's workflow dashboard
B. Oozie's own web interface can also view job execution results
C. Check whether the returned result of Oozie's JAVA API meets expectations
D. Use Hue's file browser to check whether the desired file is generated in the HDFS specified directory
Solutions:
| Question 1 Answer: B,C | Question 2 Answer: A | Question 3 Answer: C | Question 4 Answer: B,C | Question 5 Answer: A,B,C,D |
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