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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Real-time Retrieval Scenario-based Solution | 30% | - HBase architecture and development - Elasticsearch and real-time search - Real-time retrieval optimization - GaussDB(DWS) and distributed query |
| Topic 2: Big Data Application Development Overall Guide | 15% | - Application development fundamentals - Mainstream big data technologies and ecosystems - Scenario-based big data solutions overview - Big data concepts and architecture |
| Topic 3: Big Data Offline Batch Processing Scenario-based Solution | 25% | - HDFS and Hive principles and usage - Spark SQL and batch processing - Offline solution design and optimization - Data ingestion tools: Loader, Sqoop, Kettle |
| Topic 4: Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Flume and Kafka data ingestion - Stream solution deployment and tuning - Spark Streaming and Structured Streaming - Flink stream processing framework |
In FusionInsight HD, when using SparkSQL, which of the following methods (or tools) can be used to execute SQL statements? (multiple choice)
In the online log query solution, stream processing is used to complete the calculation. During the entire calculation process, intermediate calculation results need to be temporarily stored. Which of the following components is suitable for storing intermediate calculation results? (multiple choice)
When adding a RegionServer host to an HBase cluster, you must stop the original cluster first, because HBase does not support dynamic expansion.
For an application running on the MapReduce platform, where will the jar package that the application depends on be placed?
In FusionInsight HD, assuming a topology, spout concurrency is set to 3, bolt1 concurrency is 2, bolt2 concurrency is 3, and the number of workers is 2, then how are bolt1's executors distributed among workers?
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