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| Section | Weight | Objectives |
|---|---|---|
| Big Data Industry Overview & Basic Concepts | 8% | - Development trend and characteristics of big data - Application scenarios and value of big data - Huawei Kunpeng big data ecosystem |
| HDFS & ZooKeeper | 12% | - ZooKeeper core functions and working mechanism - HDFS architecture, principle and operation |
| MapReduce & YARN | 12% | - MapReduce programming model and execution process - YARN architecture, resource scheduling and management |
| Spark & Flink | 20% | - Flink stream processing, architecture, API and application development - Spark core architecture, RDD, DataFrame, SQL and streaming processing |
| Huawei Big Data Platform MRS & DataArts Studio | 8% | - Typical industry solutions and cases - DataArts Studio data development and governance - MRS platform architecture, components and operation |
| Flume & Kafka | 12% | - Kafka message system, storage, transmission and application - Flume data collection mechanism and configuration |
| ClickHouse & Elasticsearch | 8% | - ClickHouse architecture, storage and query features - Elasticsearch search engine, indexing and analysis |
| HBase & Hive | 20% | - HBase architecture, data model, design and operation - Hive data warehouse principle, table design, SQL and optimization |
1. What physical resources does Redis mainly consume?
A) Bandwidth
B) Disk I/O
C) memory
D) Hard disk space
2. Which way is wrong to load data into the Hive table?
A) Insert the result set of other tables into the Hive table
B) Hive supports the method of insert into a single record, so you can insert a single record directly on the command line
C) Directly load the file in the local path into the Hive table
D) Load the amount of files on HDFS into the Hive table
3. In the era of big data, which of the following challenges are faced by enterprises? (Multiple choice)
A) Data structure diversification.
B) Technological advances of competitors.
C) There are problems such as noise, missing, and non-standard storage types in scattered data, which requires a lot of data preprocessing.
D) The data is scattered among the various departments of the enterprise, and the same data is stored in different formats within each department.
4. RDD has Transformation and Action operators. Which of the following belongs to the Action operator?
A) saveAsTextFile
B) map
C) reduceByKey
D) filter
5. The functions of Nimbus in the Streaming architecture include? (Multiple choice)
A) Monitor task execution status
B) Start/shutdown worker process
C) Resource allocation
D) Task scheduling
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: A,B,C,D | Question # 4 Answer: A | Question # 5 Answer: A,C,D |
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