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| Section | Objectives |
|---|---|
| Big Data Platform Components | - Flume log collection - Kafka distributed message queue - YARN resource scheduling - GES graph engine service - Hadoop ecosystem overview - Flink stream computing framework - GES (Graph Engine Service) concepts and application scenarios - HDFS distributed file system - Spark memory computing framework - MapReduce computing framework - DataArt Studio data development platform - Elasticsearch search engine - ClickHouse columnar database - Hive data warehouse - HBase distributed database - Sqoop data import/export |
| Big Data Platform Security | - Security authentication and permission management (Kerberos, Ranger, LDAP) - Platform security design - Data encryption and desensitization |
| Big Data Development Practice | - Data loading and ETL processing - Real-time and batch data processing - Typical big data application cases - Data visualization and analysis |
| FusionInsight HD Overview | - Cluster management and O&M basics - MRS service component introduction - Huawei FusionInsight HD architecture and features |
| Big Data Application Scenarios | - Industry pain points and application scenarios of big data - Big data strategy and data governance overview |
1. Batch processing of high-value and highly aggregated information and knowledge is the main business appeal of the big data industry
A) False
B) True
2. In order to consider performance optimization, it is recommended to deploy LdapServer and KrbServer on the same node in all clusters.
A) False
B) True
3. When viewing the partition details of a topic in Kafka, which of the following commands should be used?
A) bin/kafka-topic.sh -describe
B) bin/kafka-topic.sh -create
C) bin/kafka-topic.sh -list
D) bin/kafka-topic.sh -delete
4. How can HBase and Hive be integrated for big data solutions? (Choose two)
A) Hive can store its metadata in an HBase table
B) HBase can be used for storing Hive's query logs
C) HBase can use Hive for real-time data processing
D) Hive can perform SQL-like queries on HBase tables
5. In the era of big data, which of the following challenges are faced by enterprises? (Multiple choice)
A) Data structure diversification.
B) The data is scattered among the various departments of the enterprise, and the same data is stored in different formats within each department.
C) There are problems such as noise, missing, and non-standard storage types in scattered data, which requires a lot of data preprocessing.
D) Technological advances of competitors.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A,D | Question # 5 Answer: A,B,C,D |
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