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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Application Development Overall Guide | 15% | - Application development fundamentals - Scenario-based big data solutions overview - Big data concepts and architecture - Mainstream big data technologies and ecosystems |
| Topic 2: Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Flume and Kafka data ingestion - Flink stream processing framework - Stream solution deployment and tuning - Spark Streaming and Structured Streaming |
| Topic 3: Big Data Real-time Retrieval Scenario-based Solution | 30% | - Elasticsearch and real-time search - GaussDB(DWS) and distributed query - Real-time retrieval optimization - HBase architecture and development |
| Topic 4: Big Data Offline Batch Processing Scenario-based Solution | 25% | - Offline solution design and optimization - Data ingestion tools: Loader, Sqoop, Kettle - Spark SQL and batch processing - HDFS and Hive principles and usage |
In Spark, the accumulator can realize high-speed parallel counter and variable summation; in the process of Spark application development, only the value of this counter can be obtained on the Driver.
Correct Answer: B 🗳️
HBase filters can set column names or column values as filter conditions, and support multiple filters to be used together.
Correct Answer: B 🗳️
As the core object of Spark, which of the following characteristics does RDD have? (multiple choice)
Correct Answer: A,B,C,D 🗳️
The rowkey design of HBase table is a very important development and design link.
Suppose there are the following scenarios. The most frequent query scenario is based on the mobile phone number to query the historical call records every month and every six months. Which of the following rowkey designs is the best?
Correct Answer: D 🗳️
Which of the following is correct about the HDFS client's file reading process? (multiple choice)
Correct Answer: B,C,D 🗳️
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