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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: HBase Distributed Database | 10% | - HBase read/write process - HBase architecture and data model - HBase table design and application scenarios |
| Topic 2: Redis In-Memory Database | 5% | - High availability and application scenarios - Data types and storage structure |
| Topic 3: Loader Data Conversion | 5% | - Loader functions and use cases - Data import/export process |
| Topic 4: MapReduce & YARN | 12% | - MapReduce programming model and workflow - Task execution and resource management - YARN architecture and resource scheduling |
| Topic 5: LDAP & Kerberos Security | 5% | - Kerberos authentication process - Unified authentication principles |
| Topic 6: Elasticsearch Search Engine | 5% | - Full-text search and analysis - Architecture and indexing mechanism |
| Topic 7: Flume Log Collection | 7% | - Flume architecture and components - Data collection workflow |
| Topic 8: Big Data Development Trend & Kunpeng Big Data Solution | 3% | - Huawei Kunpeng big data overview - Big Data industry development trends - Characteristics of big data |
| Topic 9: Huawei Big Data Solution | 4% | - FusionInsight HD/MRS overview - Platform functions and industry cases |
| Topic 10: Hive Distributed Data Warehouse | 10% | - Hive architecture and components - Hive data storage and query execution - Hive data model and SQL |
| Topic 11: HDFS & ZooKeeper | 12% | - ZooKeeper architecture and coordination mechanism - HDFS architecture and principles - HDFS data storage and fault tolerance |
| Topic 12: Kafka Messaging System | 9% | - Message production and consumption - Kafka architecture and core concepts |
| Topic 13: Spark Distributed Computing Framework | 12% | - Spark task scheduling and optimization - Spark SQL and Spark Streaming - Spark architecture and RDD concept |
| Topic 14: Flink Stream Processing Framework | 8% | - Stream processing scenarios - Flink architecture and data flow model - Event time and window mechanism |
1. In the processing node Bolt of Streaming. Which of the following operations can be done
A) Connect to the database
B) filter
C) join operation
D) business processing
2. Which components in the Fusioninsight HD platform support table and column encryption?
A) Flink
B) HBase
C) Hive
D) HDFS
3. Which of the following statements about the read/write process of the leader node of Zookeeper after receiving the data change request is correct?
A) Write to memory first, then write to disk
B) Write to disk first, then write to memory
C) Simultaneous writes to disk and memory
D) write to memory only
4. The following aboutHiveComponent capabilities in the architecture. Which is the correct description?
A) Executor is responsible for editingTranslate voQLandwillwhich translates into a series of mutualrelyofMap/ReduceTask
B) Compiler pressAccording tomissionaccording toDependent relationship is executed separatelyMap/Raduce task
C) Ooptimizer is an optimizer, divided into logicalJiyouoptimizer and physical optimizer.HiveQLGenerated execution planMapRadceTaskEnterrow optimization
D) ThriftServer for thriftcatchmouth, as JDBCservices and willHive and other applicationsintegrated
5. Which of the following reasons may be the cause of the failure of the Loader job execution?
A) Job execution takes too long
B) Does not comply with data conversion rules
C) No source directory or file specified
D) No data compression format specified
Solutions:
| Question # 1 Answer: A,B,C,D | Question # 2 Answer: B,C | Question # 3 Answer: B | Question # 4 Answer: A,B,C,D | Question # 5 Answer: A,B,C,D |
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