Last Updated: Jul 23, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Big Data Application Development Overall Guide | 15% | - Big Data Application Development Concepts - Big Data Scenario-Based Solutions - Mainstream Big Data Technologies |
| Big Data Real-Time Retrieval Scenario-Based Solution | 30% | - Real-Time Retrieval Case Studies - Distributed Retrieval Technologies (HBase, Elasticsearch, GES) |
| Big Data Real-Time Stream Computing Scenario-Based Solution | 30% | - Real-Time Stream Processing Components (Flume, Kafka, Flink, SparkStreaming, Redis) - Stream Processing Configuration and Cases |
| Big Data Offline Batch Processing Scenario-Based Solution | 25% | - Batch Processing Case Studies - Data Collection Tools (Loader, Sqoop, Kettle) - Offline Batch Processing Framework (HDFS, Hive, SparkSQL) |
1. Flumesupport real-time data collectionsourceWhich is the type?
A) taildir
B) JMS
C) Log4j
D) Thrift
2. When the cluster is normal,RedisClient initiates oncegetCall, the client and the server have () secondary message interaction?
A) 1
B) 3
C) 4
D) 2
3. there are the following scenarios: new data is generated by the online system every day500G, it is necessary to analyze these data by day, week, Monthly and other dimensions for statistical summary. ask if it is suitable for useHiveWhat kind of table to handle?
A) partition+Bucket table, partitioned by time, each partition2560buckets
B) skew table, skew field select date, skew value random
C) Bucket table, bucket according to day
D) Partition table, partitioned by day
4. HDFSRuntime,NameNodewill load all the metadata of the file system from disk into memory, so the file system can The total number of files stored is limited byNameNodememory capacity.
A) True
B) False
5. existSparkin, becauseDataFramethanRDDThe higher-level interface will have more calling levels. because Therefore, all based onDataFrameThe performance of the developed program will be higher than that based onRDDThe developed program has poor performance.
A) True
B) False
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B |
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