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| Section | Objectives |
|---|---|
| Topic 1: Big Data Platform Components | - GES (Graph Engine Service) concepts and application scenarios - Flume log collection - YARN resource scheduling - Elasticsearch search engine - HDFS distributed file system - Sqoop data import/export - DataArt Studio data development platform - Hive data warehouse - Flink stream computing framework - GES graph engine service - ClickHouse columnar database - Spark memory computing framework - Hadoop ecosystem overview - Kafka distributed message queue - MapReduce computing framework - HBase distributed database |
| Topic 2: Big Data Development Practice | - Data visualization and analysis - Real-time and batch data processing - Data loading and ETL processing - Typical big data application cases |
| Topic 3: Big Data Platform Security | - Security authentication and permission management (Kerberos, Ranger, LDAP) - Platform security design - Data encryption and desensitization |
| Topic 4: FusionInsight HD Overview | - Huawei FusionInsight HD architecture and features - Cluster management and O&M basics - MRS service component introduction |
| Topic 5: Big Data Application Scenarios | - Big data strategy and data governance overview - Industry pain points and application scenarios of big data |
1. All ZooKeeper nodes can handle read requests.
A) True
B) False
2. What are the benefits of using HBase and Hive together in a big data environment?
A) Hive for real-time streaming and HBase for historical data analysis
B) HBase for SQL-like querying and Hive for high-speed data writing
C) Hive for data storage and HBase for analytics
D) HBase for real-time access and Hive for batch processing
3. Regarding Flume, which of the following statements is wrong? (Multiple choice)
A) Flume supports multi-cascading and multiplexing
B) Data transmission between Flume cascade nodes supports encryption
C) It is necessary to encrypt inside the process from Source to Channel to Sink
D) Data transmission between Flume cascade nodes does not support compression
4. What is the purpose of the HBase cluster regularly executing Compaction? (Multiple choice)
A) Improve data writing ability
B) Reduce the number of files in the same Region
C) Improve data reading performance
D) Reduce the number of files under the same ColumnFamily in the same Region
5. Which of the following nodes are included in the basic system architecture of HDFS? (Multiple choice)
A) Resource Manager
B) NameNode
C) Data Node
D) Node Manager
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: C,D | Question # 4 Answer: A,C,D | Question # 5 Answer: B,C |
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