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| Section | Objectives |
|---|---|
| Topic 1: Big Data Platform Components | - Kafka distributed message queue - GES graph engine service - HDFS distributed file system - Hive data warehouse - YARN resource scheduling - HBase distributed database - Hadoop ecosystem overview - MapReduce computing framework - GES (Graph Engine Service) concepts and application scenarios - Elasticsearch search engine - Flume log collection - Sqoop data import/export - Spark memory computing framework - DataArt Studio data development platform - ClickHouse columnar database - Flink stream computing framework |
| Topic 2: Big Data Platform Security | - Security authentication and permission management (Kerberos, Ranger, LDAP) - Platform security design - Data encryption and desensitization |
| Topic 3: FusionInsight HD Overview | - Cluster management and O&M basics - MRS service component introduction - Huawei FusionInsight HD architecture and features |
| Topic 4: Big Data Application Scenarios | - Industry pain points and application scenarios of big data - Big data strategy and data governance overview |
| Topic 5: Big Data Development Practice | - Real-time and batch data processing - Typical big data application cases - Data visualization and analysis - Data loading and ETL processing |
1. In the era of big data, which of the following challenges are faced by enterprises? (Multiple choice)
A) The data is scattered among the various departments of the enterprise, and the same data is stored in different formats within each department.
B) There are problems such as noise, missing, and non-standard storage types in scattered data, which requires a lot of data preprocessing.
C) Data structure diversification.
D) Technological advances of competitors.
2. The SoIrCloud mode is a cluster mode. In this mode, the Solr server is strongly dependent on which of the following services?
A) ZooKeeper
B) HBase
C) HDFS
D) YARN
3. Which of the following commands deletes files?
A) dfs -clear
B) dfs -Is
C) dfs -del
D) dfs -rm
4. In Hive, which of the following descriptions about bucketing is correct? (Multiple choice)
A) The advantage of bucketing is that it can obtain higher query processing efficiency and make sampling more efficient
B) Data can put different data into different buckets according to the way of buckets
C) You can specify the number of buckets when creating a table
D) Bucket cannot be sorted
5. In Hive, which of the following descriptions about partitions is wrong?
A) Each partition is a directory
B) The number of partitions is fixed
C) The data table can be partitioned according to the value of a field
D) There can be partitions or buckets under the partition
Solutions:
| Question # 1 Answer: A,B,C,D | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A,B,C | Question # 5 Answer: B |
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