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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Integration and Security | 9% | - LDAP and Kerberos security authentication - Loader data migration tool |
| Topic 2: Flink - Stream Processing Framework | 10% | - Flink architecture and stream processing model - Flink application development |
| Topic 3: Spark - Distributed Computing Framework | 10% | - Spark RDD and DataFrame - Spark core concepts and architecture |
| Topic 4: Data Collection: Flume and Kafka | 12% | - Kafka message system principle and application - Flume data collection mechanism |
| Topic 5: HDFS and ZooKeeper | 12% | - ZooKeeper principles and application scenarios - HDFS architecture and working mechanism |
| Topic 6: HBase - Distributed NoSQL Database | 10% | - HBase architecture and data storage - HBase operation and application |
| Topic 7: Hive - Distributed Data Warehouse | 10% | - Hive architecture and data model - Hive SQL and data operation |
| Topic 8: MapReduce and YARN | 12% | - YARN resource management and scheduling - MapReduce programming model and execution process |
| Topic 9: Big Data Development Trend and Kunpeng Big Data Solution | 3% | - Kunpeng big data solution overview - Big data industry development and characteristics |
1. Channel supports transactions, provides weak order guarantees, and can connect any number of Sources and Sinks.
A) False
B) True
2. Hive is a hadoop-based data warehouse software that can query and manage PB-level distributed data.
Which of the following descriptions about Hive features is wrong?
A) Easy to use and easy to program
B) Only supports MapReduce computing engine
C) Flexible and convenient ETL (extract/transform/load)
D) Can directly access HDFS files and HBase
3. The RowKey of a table in HBase is divided into SplitKey 9, e, a, z. How many Regions does this table have?
A) 6
B) 4
C) 5
D) 3
4. Multi-choice Hive components can support multiple interfaces, which of the following interfaces is not supported? (Multiple choice)
A) ODBC
B) Beeline
C) JDBC
D) Restful
5. The applicationMaster uses polling to apply for and receive resources from the ResourceManager through the RPC protocol.
A) False
B) True
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A,B,C | Question # 5 Answer: B |
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