Last Updated: Oct 05, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Application Development Overall Guide | 15% | - Big data concepts and architecture - Application development fundamentals - Scenario-based big data solutions overview - Mainstream big data technologies and ecosystems |
| Topic 2: Big Data Real-time Retrieval Scenario-based Solution | 30% | - Elasticsearch and real-time search - Real-time retrieval optimization - GaussDB(DWS) and distributed query - HBase architecture and development |
| Topic 3: Big Data Offline Batch Processing Scenario-based Solution | 25% | - Spark SQL and batch processing - Data ingestion tools: Loader, Sqoop, Kettle - Offline solution design and optimization - HDFS and Hive principles and usage |
| Topic 4: Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Spark Streaming and Structured Streaming - Stream solution deployment and tuning - Flink stream processing framework - Flume and Kafka data ingestion |
Regarding the Hive service of the FusionInsight HD platform and its WebHCat development interface, which of the following descriptions is incorrect?
Correct Answer: C 🗳️
In Spark, because DataFrame is a higher-level interface than RDD, the call level will be more. Therefore, the performance of all programs developed based on DataFrame will be worse than that of programs developed based on RDD.
Correct Answer: A 🗳️
Regarding Redis cluster topology information, which of the following descriptions is correct?
Correct Answer: D 🗳️
In FusionInsigt HD, which of the following components can be used for data collection? (multiple choice)
Correct Answer: C,D 🗳️
For the design principles of HBase rowkey, which of the following descriptions is correct? (multiple choice)
Correct Answer: C,D 🗳️
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