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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Warehouse & Query Engine | 18% | - Hive execution engines: MapReduce, Tez, Spark - Hive architecture, metastore, partitioning and bucketing - File formats: ORC, Parquet, SequenceFile |
| Topic 2: Big Data Industry Overview & Basic Concepts | 10% | - Development trends and characteristics of big data - Big data application scenarios and challenges - Huawei Kunpeng big data ecosystem |
| Topic 3: Distributed Storage & Coordination | 20% | - HBase architecture, data model and row-key design - HDFS architecture, principles and operations - ZooKeeper functions, architecture and application |
| Topic 4: Distributed Computing Framework | 22% | - MapReduce programming model and workflow - Spark core concepts, RDD, DataFrame and Spark SQL - Flink stream processing fundamentals - YARN architecture, resource scheduling and management |
| Topic 5: Huawei Big Data Platform & Solutions | 7% | - FusionInsight/MRS architecture and components - Typical big data solutions and use cases |
| Topic 6: Data Integration & Streaming | 15% | - Flume log collection architecture and configuration - Kafka message queue principles and usage - Loader data migration and synchronization |
| Topic 7: Security & Other Components | 8% | - LDAP and Kerberos authentication mechanism - Elasticsearch and Redis overview |
Spark Streaming? The fault tolerance mechanism means that if any partition in the RDD fails, it can be recalculated and generated according to its parent RDD. If the parent RDD is lost, you need to go to the disk to find the original data.
Correct Answer: B 🗳️
Streaming:Event listening is mainly implemented through which of the following services provided by Zookeeper?
Correct Answer: C 🗳️
What is the file format of data storage in HBase?
Correct Answer: A 🗳️
The following aboutHiveComponent capabilities in the architecture. Which is the correct description?
Correct Answer: A,B,C,D 🗳️
Which of the following parts does the structure of the unified certification management system include?
Correct Answer: B,C,D 🗳️
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