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| Section | Weight | Objectives |
|---|---|---|
| Distributed Computing Framework | 22% | - YARN architecture, resource scheduling and management - Spark core concepts, RDD, DataFrame and Spark SQL - MapReduce programming model and workflow - Flink stream processing fundamentals |
| Security & Other Components | 8% | - LDAP and Kerberos authentication mechanism - Elasticsearch and Redis overview |
| Data Warehouse & Query Engine | 18% | - File formats: ORC, Parquet, SequenceFile - Hive execution engines: MapReduce, Tez, Spark - Hive architecture, metastore, partitioning and bucketing |
| Distributed Storage & Coordination | 20% | - HDFS architecture, principles and operations - ZooKeeper functions, architecture and application - HBase architecture, data model and row-key design |
| Data Integration & Streaming | 15% | - Kafka message queue principles and usage - Loader data migration and synchronization - Flume log collection architecture and configuration |
| Big Data Industry Overview & Basic Concepts | 10% | - Huawei Kunpeng big data ecosystem - Big data application scenarios and challenges - Development trends and characteristics of big data |
| Huawei Big Data Platform & Solutions | 7% | - Typical big data solutions and use cases - FusionInsight/MRS architecture and components |
Question 1
The following provides a variety of Redist optimization practices, which option is wrong?
A. Modify the minimum number of tcp connections in 1linux
B. closecloseTransparent Huge Pages
C. Condensed key names and key values
D. Modify the linux kernel memory allocation strategy or execute sysctl
Question 2
Which of the following options are correctHBasoProcess description of reading and datastatedcorrect?
A. The client needs to read the datato HMastor Involvement
B. Clientcannot maintain visitedregionLocation information to speed up the query
C. customersNo need to read data on the sideHMaster participation
D. The client can maintain the visited regionLocation information to speed up the query
Question 3
Which of the following scenarios is Flumej suitable for data collection?
A. Local file data collection
B. Collection of logs generated by the application system
C. Real-time data collection of large amounts of data
D. Collect data on data sources such as Thrift, Avro, Syslog, Kafka, etC.
Question 4
What is wrong about the architecture description of Hive in Fusionlnsight HD?
A. HiveServert is responsible for accepting client requests, parsing, executing HQL commands and returning query results
B. MetaStore is used to provide raw data services and depends onDBServer
C. As long as one HiveServer is unavailable, the entire HiveEcluster is unavailable
D. At the same time, only one HiveServer is in Active state, and the other is in Standby state
Question 5
MapReduce - When a task fails, the task can be recalculated through a retry mechanism.
A. False
B. True
Solutions:
| Question 1 Answer: A | Question 2 Answer: C | Question 3 Answer: A,B,D | Question 4 Answer: C | Question 5 Answer: B |
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