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| Section | Weight | Objectives |
|---|---|---|
| HDFS and ZooKeeper | 12% | - HDFS architecture and working mechanism - ZooKeeper principles and application scenarios |
| HBase - Distributed NoSQL Database | 10% | - HBase operation and application - HBase architecture and data storage |
| Hive - Distributed Data Warehouse | 10% | - Hive architecture and data model - Hive SQL and data operation |
| Flink - Stream Processing Framework | 10% | - Flink application development - Flink architecture and stream processing model |
| Data Integration and Security | 9% | - LDAP and Kerberos security authentication - Loader data migration tool |
| Spark - Distributed Computing Framework | 10% | - Spark core concepts and architecture - Spark RDD and DataFrame |
| Big Data Development Trend and Kunpeng Big Data Solution | 3% | - Big data industry development and characteristics - Kunpeng big data solution overview |
| MapReduce and YARN | 12% | - YARN resource management and scheduling - MapReduce programming model and execution process |
| Data Collection: Flume and Kafka | 12% | - Kafka message system principle and application - Flume data collection mechanism |
Question 1
Which of the following types of data is not semi-structured data?
A. XML
B. Two-dimensional table
C. JSON
D. HTML
Question 2
Which of the following components must depend on Zookeeper to run? (Multiple choice)
A. HDFS
B. HBase
C. YARN
D. Spark
Question 3
The data source types of Flink stream processing include? (Multiple choice)
A. Collections
B. Socket streams
C. Files
D. JDBC
Question 4
As shown in the figure, which of the following description about the Kafka message consumer reading the message is wrong?
A. Consumers read messages sequentially from right to left.
B. The messages generated by the producer are placed at the end of the topic one by one.
C. The blue in the picture is a topic of Kafka, which can be understood as a queue, and each grid represents a message.
D. Consumer uses offset to record the read position
Question 5
In the Huawei Fusioninsight HD cluster, which of the following services can the Spark service read data from? (Multiple choice)
A. HDFS
B. HBase
C. Hive
D. YARN
Solutions:
| Question 1 Answer: B | Question 2 Answer: A,B | Question 3 Answer: A,B,C,D | Question 4 Answer: A | Question 5 Answer: A,B,C |
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