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| Section | Weight | Objectives |
|---|---|---|
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - Apache Phoenix SQL and indexing - GaussDB(DWS) data warehouse - HBase design, coprocessors, optimization - Elasticsearch, SolrCloud, CarbonData usage |
| Big Data Application Development Overall Guide | 15% | - Big data architecture: Lambda and Kappa - Security framework: Kerberos, Ranger, ZooKeeper - HDFS advanced features and YARN scheduling - FusionInsight HD architecture and components |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Spark Structured Streaming - Flink SQL and CEP - Apache Flink: event time, windowing, state, checkpoint - Kafka integration and transactions |
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - Hive development: UDF/UDAF/UDTF, ACID, optimization - Data ingestion and lakehouse formats - Spark development: RDD, DataFrame, Catalyst, AQE |
Redis LIST data structure, which of the following scenarios is suitable for? (multiple choice)
Correct Answer: B,C,D 🗳️
When a MapReduce application is executed, which of the following actions occurred before the map phase?
Correct Answer: D 🗳️
In the V100R002C60 version of the FusionInsight HD system, Hive only supports query services based on the MapReduce engine, and does not support query services based on the Spark engine.
Correct Answer: A 🗳️
Regarding FusionInsight HD's Spark, which of the following programming languages can be used to develop Spark applications? (multiple choice)
Correct Answer: B,C,D 🗳️
In the FusionInsight HD system, with regard to the Hive JDBC interface type, which of the following descriptions is correct?
Correct Answer: A 🗳️
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