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| Section | Objectives |
|---|---|
| Hadoop Ecosystem Technologies | - HDFS and Data Management - YARN Resource Scheduling |
| Data Development and Engineering Practices | - ETL Design and Implementation - Data Pipeline Development |
| Distributed Data Processing | - MapReduce Principles - Spark Computing Framework |
| Big Data Fundamentals | - Data Storage and Processing Concepts - Big Data Architecture and Ecosystem Overview |
| Real-time Data Processing | - Stream Processing Concepts - Flink/Spark Streaming Basics |
1. In MapReduce application development, which of the following JAVA classes is responsible for managing and running a computing task?
A) lob
B) FileSystem
C) Context
D) Configuration
2. The calculation logic of the Spark application will be parsed into DNG. Which of the following functional modules will complete this parsing operation?
A) Driver
B) Executor
C) Application Master
D) Client
3. When the cluster is normal, the Redis client initiates a get call, and there are () message interactions between the client and the server?
A) 1
B) 2
C) 4
D) 3
4. In Spark, because DataFrame is a higher-level interface than RDD, the call level will be more. Therefore, the performance of all programs developed based on DataFrame will be worse than that of programs developed based on RDD.
A) True
B) False
5. Suppose there is an application that needs to frequently access the user table in the Oracle database. In order to improve performance, Redis is introduced to cache user information.
For this scenario, which of the following is the best data structure choice for Redis?
A) set
B) list
C) hash
D) sorted set
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: C |
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