Last Updated: Aug 10, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Distributed Storage & Coordination | 20% | - ZooKeeper functions, architecture and application - HDFS architecture, principles and operations - HBase architecture, data model and row-key design |
| Topic 2: Data Integration & Streaming | 15% | - Kafka message queue principles and usage - Loader data migration and synchronization - Flume log collection architecture and configuration |
| Topic 3: Security & Other Components | 8% | - Elasticsearch and Redis overview - LDAP and Kerberos authentication mechanism |
| Topic 4: Data Warehouse & Query Engine | 18% | - Hive execution engines: MapReduce, Tez, Spark - Hive architecture, metastore, partitioning and bucketing - File formats: ORC, Parquet, SequenceFile |
| Topic 5: Distributed Computing Framework | 22% | - MapReduce programming model and workflow - YARN architecture, resource scheduling and management - Spark core concepts, RDD, DataFrame and Spark SQL - Flink stream processing fundamentals |
| Topic 6: Big Data Industry Overview & Basic Concepts | 10% | - Big data application scenarios and challenges - Development trends and characteristics of big data - Huawei Kunpeng big data ecosystem |
| Topic 7: Huawei Big Data Platform & Solutions | 7% | - Typical big data solutions and use cases - FusionInsight/MRS architecture and components |
1. User Rights Management Role-Based Access Control (RBAC), which provides visual multi-group unified user rights management in clusters.
A) False
B) True
2. In order to consider performance optimization, it is recommended to deploy LdapServeri and KrbServer on the same node in all clusters.
A) False
B) True
3. Which of the following options are action operators?
A) collect
B) mapPartiion
C) reduce
D) reduceByKe
4. Which of the following two methods are used for cleaning logs in Kafka?
A) remove
B) update
C) compact
D) delete
5. The size of the memory allocated by YARN to Containerb in the Hadoop system, which can be set by the parameter yarn.app.mapreduceam.resource.mb
A) False
B) True
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: A,C | Question # 4 Answer: C,D | Question # 5 Answer: A |
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