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SectionWeightObjectives
Data Warehouse & Query Engine18%- Hive architecture, metastore, partitioning and bucketing
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- File formats: ORC, Parquet, SequenceFile
Distributed Computing Framework22%- Spark core concepts, RDD, DataFrame and Spark SQL
- Flink stream processing fundamentals
- MapReduce programming model and workflow
- YARN architecture, resource scheduling and management
Huawei Big Data Platform & Solutions7%- FusionInsight/MRS architecture and components
- Typical big data solutions and use cases
Security & Other Components8%- Elasticsearch and Redis overview
- LDAP and Kerberos authentication mechanism
Distributed Storage & Coordination20%- HDFS architecture, principles and operations
- ZooKeeper functions, architecture and application
- HBase architecture, data model and row-key design
Big Data Industry Overview & Basic Concepts10%- Big data application scenarios and challenges
- Development trends and characteristics of big data
- Huawei Kunpeng big data ecosystem
Data Integration & Streaming15%- Loader data migration and synchronization
- Kafka message queue principles and usage
- Flume log collection architecture and configuration

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