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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: HBase Distributed Database | 10% | - HBase table design and application scenarios - HBase read/write process - HBase architecture and data model |
| Topic 2: Loader Data Conversion | 5% | - Loader functions and use cases - Data import/export process |
| Topic 3: Redis In-Memory Database | 5% | - Data types and storage structure - High availability and application scenarios |
| Topic 4: LDAP & Kerberos Security | 5% | - Kerberos authentication process - Unified authentication principles |
| Topic 5: Flume Log Collection | 7% | - Flume architecture and components - Data collection workflow |
| Topic 6: MapReduce & YARN | 12% | - MapReduce programming model and workflow - YARN architecture and resource scheduling - Task execution and resource management |
| Topic 7: HDFS & ZooKeeper | 12% | - HDFS data storage and fault tolerance - HDFS architecture and principles - ZooKeeper architecture and coordination mechanism |
| Topic 8: Hive Distributed Data Warehouse | 10% | - Hive data storage and query execution - Hive data model and SQL - Hive architecture and components |
| Topic 9: Spark Distributed Computing Framework | 12% | - Spark SQL and Spark Streaming - Spark task scheduling and optimization - Spark architecture and RDD concept |
| Topic 10: Flink Stream Processing Framework | 8% | - Stream processing scenarios - Event time and window mechanism - Flink architecture and data flow model |
| Topic 11: Elasticsearch Search Engine | 5% | - Architecture and indexing mechanism - Full-text search and analysis |
| Topic 12: Kafka Messaging System | 9% | - Message production and consumption - Kafka architecture and core concepts |
| Topic 13: Big Data Development Trend & Kunpeng Big Data Solution | 3% | - Characteristics of big data - Huawei Kunpeng big data overview - Big Data industry development trends |
| Topic 14: Huawei Big Data Solution | 4% | - Platform functions and industry cases - FusionInsight HD/MRS overview |
1. The data node is the working node of HDFS. Which of the following are its functions? (multiple choice)
A) Data storage and retrieval are performed according to the scheduling of the client or the name node
B) Records all operations for file creation, deletion, renaming, etC.
C) Periodically send the namenode a list of its own stored blocks.
D) Responsible for storing and reading data
2. Streaming:Event listening is mainly implemented through which of the following services provided by Zookeeper?
A) Checkpoint
B) Distributed detection mechanism
C) ACK
D) Watcher
3. ElWhat processing capabilities does asticSearch have for structured, semi-structured, and unstructured data?
A) The written data can be checked in real timeSow
B) numberOptional rewrite when data is writtendeleteand compression function
C) to enterA series of operations such as line cleaning, word segmentation, and establishment of an inverted index
D) Provides the ability to search full text, conditions can include words or phrases
4. Which of the following descriptions about the functions of HMaster in HBase are correct?
A) Region load balancing, Region splitting and Region allocation after splitting
B) Responsible for load balancing of RegionServer
C) Responsible for creating tables, modifying tables, deleting tables
D) Region after RegionServer failsmigrate
5. Which of the following scenarios in HBase will trigger the F1ush operation?
A) The total size of the MemStore in the Region has reached the preset Flush Size threshold
B) HBasePeriod refreshMemstore, silentthink period is 1Hour
C) The ratio of the total memory occupied by the MemStore to the total memory of the RegionServer exceeds the preset threshold size
D) When the number of files in WALs reaches a threshold
Solutions:
| Question # 1 Answer: A,C,D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A,B,C,D | Question # 5 Answer: A,B,C,D |
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