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| Section | Weight | Objectives |
|---|---|---|
| Hive Distributed Data Warehouse | 10% | - Hive data storage and query execution - Hive data model and SQL - Hive architecture and components |
| MapReduce & YARN | 12% | - MapReduce programming model and workflow - YARN architecture and resource scheduling - Task execution and resource management |
| Flink Stream Processing Framework | 8% | - Stream processing scenarios - Event time and window mechanism - Flink architecture and data flow model |
| Loader Data Conversion | 5% | - Data import/export process - Loader functions and use cases |
| Elasticsearch Search Engine | 5% | - Full-text search and analysis - Architecture and indexing mechanism |
| Big Data Development Trend & Kunpeng Big Data Solution | 3% | - Big Data industry development trends - Characteristics of big data - Huawei Kunpeng big data overview |
| Flume Log Collection | 7% | - Flume architecture and components - Data collection workflow |
| Redis In-Memory Database | 5% | - Data types and storage structure - High availability and application scenarios |
| HBase Distributed Database | 10% | - HBase table design and application scenarios - HBase architecture and data model - HBase read/write process |
| LDAP & Kerberos Security | 5% | - Kerberos authentication process - Unified authentication principles |
| Huawei Big Data Solution | 4% | - Platform functions and industry cases - FusionInsight HD/MRS overview |
| Kafka Messaging System | 9% | - Message production and consumption - Kafka architecture and core concepts |
| HDFS & ZooKeeper | 12% | - HDFS data storage and fault tolerance - ZooKeeper architecture and coordination mechanism - HDFS architecture and principles |
| Spark Distributed Computing Framework | 12% | - Spark task scheduling and optimization - Spark architecture and RDD concept - Spark SQL and Spark Streaming |
1. Is the description of the role of the standby NameNode correct in the HDFS system?
A) Standby NameNode) has no memory requirements
B) The standby NameNode should be deployed to the same node as the primary NameNode
C) Hot Standby for Primary NameNodel
D) Help the main NameNodet merge edit logs and reduce the startup time of the main NameNodel
2. Spark Streaming computing is based on DStream, which decomposes streaming computing into a series of short batch jobs.
A) True
B) False
3. When planning and deploying a Fusionlnsight cluster, it is recommended that the management node be best deployed( ), the control node needs to be deployed at least( )Piece,Data nodes need to be deployed at least( )Piece.
A) 1, 3, 2
B) 1.2, 2
C) 2, 3, 1
D) 2, 3, 3
4. Which module in Hadoop is responsible for data storage in HDFS?
A) Data Node
B) ZooKeeper
C) NameNode
D) JobTaoker
5. Which of the following scenarios is not applicable to Hive?
A) Data summary, such as daily and weekly user clicks, click ranking
B) Real-time online data analysis
C) Non-real-time analysis, such as log analysis, statistical analysis
D) Data mining, such as user behavior analysis, interest division, regional display.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B |
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