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| Section | Weight | Objectives |
|---|---|---|
| Data Collection: Flume and Kafka | 12% | - Flume data collection mechanism - Kafka message system principle and application |
| Flink - Stream Processing Framework | 10% | - Flink architecture and stream processing model - Flink application development |
| Data Integration and Security | 9% | - Loader data migration tool - LDAP and Kerberos security authentication |
| HDFS and ZooKeeper | 12% | - HDFS architecture and working mechanism - ZooKeeper principles and application scenarios |
| Spark - Distributed Computing Framework | 10% | - Spark core concepts and architecture - Spark RDD and DataFrame |
| HBase - Distributed NoSQL Database | 10% | - HBase architecture and data storage - HBase operation and application |
| MapReduce and YARN | 12% | - YARN resource management and scheduling - MapReduce programming model and execution process |
| Big Data Development Trend and Kunpeng Big Data Solution | 3% | - Kunpeng big data solution overview - Big data industry development and characteristics |
| Hive - Distributed Data Warehouse | 10% | - Hive SQL and data operation - Hive architecture and data model |
1. The figure below shows the Flume data transmission architecture. What is the component at the "?" in the figure?
A) Interceptor
B) Channel processor
C) Channel selector
D) None of the above is correct
2. Huawei has rich experience in big data solutions in various industries such as finance, public security, railways, and government affairs
A) True
B) False
3. Which of the following statements about the atomicity in the key features of ZooKeeper is correct?
A) The update can only complete or fail in full, not in part
B) No matter which server in the cluster, the same view is displayed externally
C) Updates sent by the client will be applied in the order they were sent
D) A message received by one server will be received by all servers
4. Which of the following commands deletes files?
A) dfs -del
B) dfs -Is
C) dfs -rm
D) dfs -clear
5. In the Fusioninsight product, which statement about the Kafka component is correct? (Multiple choice)
A) When Kafka's Producer sends a message, it can specify which Consumer will consume the message
B) After the Kafka installation is complete, the sensitive data storage directory cannot be configured.
C) Kafka will store metadata information on Zookeeper
D) When creating a Topic, the number of replicas must not be greater than the number of currently surviving Broker instances, otherwise creating a Topic will fail
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: A,B,C,D |
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