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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Warehouse & Query Engine | 18% | - Hive execution engines: MapReduce, Tez, Spark - File formats: ORC, Parquet, SequenceFile - Hive architecture, metastore, partitioning and bucketing |
| Topic 2: Huawei Big Data Platform & Solutions | 7% | - FusionInsight/MRS architecture and components - Typical big data solutions and use cases |
| Topic 3: Distributed Storage & Coordination | 20% | - HDFS architecture, principles and operations - ZooKeeper functions, architecture and application - HBase architecture, data model and row-key design |
| Topic 4: Distributed Computing Framework | 22% | - MapReduce programming model and workflow - YARN architecture, resource scheduling and management - Flink stream processing fundamentals - Spark core concepts, RDD, DataFrame and Spark SQL |
| Topic 5: Security & Other Components | 8% | - Elasticsearch and Redis overview - LDAP and Kerberos authentication mechanism |
| Topic 6: 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 |
| Topic 7: Data Integration & Streaming | 15% | - Kafka message queue principles and usage - Flume log collection architecture and configuration - Loader data migration and synchronization |
1. Which of the following options for providing multiple Redis1 optimizations is wrong?
A) Condensed key names and key values
B) Modify the minimum number of tcp connections in linux
C) Close Transparent Huge Pages
D) Modify the linuxl kernel memory allocation strategy or execute sysctl
2. Which of the following scenarios is Flumej suitable for data collection?
A) Real-time data collection of large amounts of data
B) Local file data collection
C) Collection of logs generated by the application system
D) Collect data on data sources such as Thrift, Avro, Syslog, Kafka, etC.
3. Regarding the alarm about insufficient disk capacity of Kafkat, which of the following analysis is incorrect for the possible reasons?
A) The data storage time is configured too long, and the accumulated data reaches the upper limit of the disk usage.
B) Caused by the failure of the rocker node
C) Unreasonable business planning results in uneven data distribution and makes some disks reach the upper limit of usage
D) The disk configuration used to store Kafka data (such as the number of disks, size, etC. ) cannot meet the current business data stream declaration, resulting in the disk usage reaching the upper limit
4. In the YARN service, if you want to set the capacity of the queue QuqueA to 30%, which parameter should be configured?
A) YARN.scheduler.capacity.root.QueueA. state
B) YARN.scheduler.capacity.root.QueueA. minimum-user-limit-percent
C) YARN.scheduler.capacity.root.QueueA. user-limit-factor
D) YARN.scheduler.capacity.root.QueueA. capacity
5. In the MRS interface, Loader can specify a variety of different data sources, configuration data cleaning and conversion steps, and configure cluster storage systems, etC. .
A) FALSE
B) TRUE
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B,C,D | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: B |
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