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Last Updated: Aug 07, 2026
No. of Questions: 155 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Real-time Retrieval Scenario-based Solution | 30% | - Real-time query optimization - Real-time retrieval solution components - Distributed database concepts (HBase, Elasticsearch, GES) |
| Topic 2: Big Data Application Development Overall Guide | 15% | - Big data concepts and architecture - Application development fundamentals - Big data scenario-based solutions |
| Topic 3: Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Streaming use cases and configuration - Stream data ingestion and processing - Real-time stream processing frameworks (Flume, Kafka, Spark Streaming, Flink) |
| Topic 4: Big Data Offline Batch Processing Scenario-based Solution | 25% | - Spark SQL and data ingestion tools (Loader, Sqoop, Kettle) - Offline batch processing solutions - HDFS and Hive fundamentals |
1. Which of the following descriptions about the characteristics of Kafka is correct? (multiple choice)
A) Kafka can ensure that the messages in each Partition are in order
B) Kafka can achieve message persistence
C) Kafka is a high-throughput, distributed, publish-and-subscribe messaging system
D) Kafka is suitable for offline and online message consumption scenarios
2. When using Solr for full-text search, you can specify the response format of the query result through the wt parameter.
Regarding the response format of Solr query results, what is wrong in the following statement?
A) Support CSV, JSON and XML
B) Support CSV and JSON
C) Support CSV, JSON and HTML
3. For HBase column family, which of the following attributes can be set? (multiple choice)
A) Versions
B) Coprocessor
C) Compression
D) TTL
4. Which of the following scenarios is not suitable for Redis? (multiple choice)
A) Counter application: for example, counting the number of people logged in to a certain website
B) A message queue application that is consumed by multiple consumers at the same time and guarantees that the message is successfully consumed by all subscribers (subscription-notification)
C) Complex transaction operations
D) Get the latest N data: for example, get the latest 10 comments on a Weibo
5. In the FusionInsight HD HBase cluster, Table1 belongs to Namespace1, Table2 belongs to Namespace2, and Table1 has two column families, namely cf11 and cf12, and Table2 has a column family named cf21. Which of the following schemes allows user account A to be at the same time Have read and write permissions for cf11 and cf21. (Multiple choice)
A) Grant the user account Table1 and Tablet2 read and write permissions
B) Grant the user account Namespace1 and Namespace2 read and write permissions
C) Give the user account global read permission
D) Grant the user account Namespace1 read and write permissions
Solutions:
| Question # 1 Answer: A,B,C,D | Question # 2 Answer: C | Question # 3 Answer: A,C,D | Question # 4 Answer: B,C | Question # 5 Answer: A,B |
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