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| Section | Objectives |
|---|---|
| Topic 1: Big Data Application Scenarios | - Big data strategy and data governance overview - Industry pain points and application scenarios of big data |
| Topic 2: Big Data Development Practice | - Typical big data application cases - Data loading and ETL processing - Real-time and batch data processing - Data visualization and analysis |
| Topic 3: Big Data Platform Security | - Data encryption and desensitization - Platform security design - Security authentication and permission management (Kerberos, Ranger, LDAP) |
| Topic 4: Big Data Platform Components | - Flume log collection - YARN resource scheduling - HBase distributed database - ClickHouse columnar database - Elasticsearch search engine - Spark memory computing framework - HDFS distributed file system - Flink stream computing framework - Sqoop data import/export - GES graph engine service - Hive data warehouse - DataArt Studio data development platform - MapReduce computing framework - Hadoop ecosystem overview - Kafka distributed message queue - GES (Graph Engine Service) concepts and application scenarios |
| Topic 5: FusionInsight HD Overview | - MRS service component introduction - Huawei FusionInsight HD architecture and features - Cluster management and O&M basics |
In Flink, the checkpoint mechanism can ensure that when the application fails during operation, it recovers from a certain checkpoint. During this process, stream snapshots are created sequentially according to the order of data inflow.
Correct Answer: B 🗳️
The checkpoint mechanism in Flink continuously draws snapshots of streaming applications, and the status snapshots of streaming applications can only be saved in the HDFS file system.
Correct Answer: A 🗳️
What is the unit of data scale for traditional data processing?
Correct Answer: A 🗳️
The main role of Zookeeper in distributed applications does not include which of the following options?
Correct Answer: C 🗳️
Fusioninsight Spark SQL, like community Spark JDBCServer, only supports single tenant binding to a YARN resource queue and multi-tenant, and does not support multi-tenant parallel execution.
Correct Answer: A 🗳️
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