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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Offline Batch Processing Scenario-Based Solution | 25% | - Data Collection Tools (Loader, Sqoop, Kettle) - Offline Batch Processing Framework (HDFS, Hive, SparkSQL) - Batch Processing Case Studies |
| Topic 2: 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 |
| Topic 3: Big Data Application Development Overall Guide | 15% | - Big Data Scenario-Based Solutions - Mainstream Big Data Technologies - Big Data Application Development Concepts |
| Topic 4: Big Data Real-Time Retrieval Scenario-Based Solution | 30% | - Real-Time Retrieval Case Studies - Distributed Retrieval Technologies (HBase, Elasticsearch, GES) |
1. FusionInsight HDin useStreamingofA, CKWhich of the following statements is true? (multiple choice)
A) The application needs to be inspoutoffail() interface method to implement message resend logic.
B) AckerThe message that will identify the processing timeout or processing failure isfail.
C) fromspoutstarted, formedTupleFailure of any link in the tree will mark the entire tree as failed.
D) enabledAckerLater,StreamingIt will identify the failure to sendTupleAnd automatically resend without human intervention.
2. FusionInsiat HD the user wants to passHBase shelloperation to query aHBasein the table. In this scenario, it is recommended that the administrator assign a machine account to this user.
A) True
B) False
3. existMapReduceDuring application development,setMapOutputCompressorClassWhat is the role of classes?
A) AssumeSmapinput compression method
B) set upmapHow the output is delivered
C) set upmapoutput compression method
D) set upreduceoutput compression method
4. HBasetablerowkeyDesign is a very important development and design link. Suppose there is the following scenario, The most frequent query scenario is to query the historical call records of each month and half a year based on the mobile phone number. Which of the followingrowkey Design is optimal?
A) date ten phone number
B) Phone number+date
C) name ten mobile number
D) Phone number+Name
5. aboutStreamingdisaster recovery capability, which of the following statements is correct? (multiple choice)
A) SupervisorAfter the process exits, it can beNimbusAutomatically identify and pull up without affecting running business.
B) WorkerCan be used after abnormal exitSupervisorPulls up automatically without manual intervention.
C) When a node fails, the tasks on the node will be reassigned to other normal nodes without manual intervention.
D) NimbusAfter the failure, the backupNimbusIt will take over automatically without affecting the running business.
Solutions:
| Question # 1 Answer: A,B,C | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: A,B,C,D |
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