Last Updated: Aug 20, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Spark & Flink | 20% | - Flink stream processing, architecture, API and application development - Spark core architecture, RDD, DataFrame, SQL and streaming processing |
| Big Data Industry Overview & Basic Concepts | 8% | - Development trend and characteristics of big data - Huawei Kunpeng big data ecosystem - Application scenarios and value of big data |
| Flume & Kafka | 12% | - Kafka message system, storage, transmission and application - Flume data collection mechanism and configuration |
| HBase & Hive | 20% | - HBase architecture, data model, design and operation - Hive data warehouse principle, table design, SQL and optimization |
| MapReduce & YARN | 12% | - YARN architecture, resource scheduling and management - MapReduce programming model and execution process |
| HDFS & ZooKeeper | 12% | - ZooKeeper core functions and working mechanism - HDFS architecture, principle and operation |
| ClickHouse & Elasticsearch | 8% | - ClickHouse architecture, storage and query features - Elasticsearch search engine, indexing and analysis |
| Huawei Big Data Platform MRS & DataArts Studio | 8% | - Typical industry solutions and cases - DataArts Studio data development and governance - MRS platform architecture, components and operation |
1. Which of the following descriptions about the key features of Flink is wrong?
A) checkpoint implements Flink's fault tolerance
B) Compared with Streaming in FusionInght HD, Flink has higher throughput
C) The Flink stream processing engine can provide support for both stream processing and batch processing applications
D) Compared with Flink, SparkStreaming has lower latency
2. Which configuration does Fusioninsight Manager user rights management not support?
A) Configure permissions for roles
B) Configure roles for user groups
C) Assign roles to users
D) Configure permissions for user groups
3. In the HDFS mechanism, the NameNode is responsible for managing metadata. Each read request on the client side needs to read metadata information from the metadata disk of the NameNode to obtain the location of the read file in the DataNode.
A) True
B) False
4. Multiple channels can be configured in the properties.protertises configuration file of Flume to transmit data.
A) True
B) False
5. HBase's BloomFilter is used to filter data.
A) True
B) False
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B |
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