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| Section | Objectives |
|---|
| Topic 1: Big Data Development Practice | - Typical big data application cases - Data visualization and analysis - Data loading and ETL processing - Real-time and batch data processing
|
| Topic 2: Big Data Platform Components | - GES (Graph Engine Service) concepts and application scenarios - Spark memory computing framework - Sqoop data import/export - Flink stream computing framework - MapReduce computing framework - HBase distributed database - Kafka distributed message queue - ClickHouse columnar database - DataArt Studio data development platform - GES graph engine service - Hive data warehouse - YARN resource scheduling - Elasticsearch search engine - Hadoop ecosystem overview - HDFS distributed file system - Flume log collection
|
| 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 Platform Security | - Data encryption and desensitization - Platform security design - Security authentication and permission management (Kerberos, Ranger, LDAP)
|
| Topic 5: Big Data Application Scenarios | - Industry pain points and application scenarios of big data - Big data strategy and data governance overview
|
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Huawei HCIA-Big Data V3.5 Sample Questions (Q66-Q71):
NEW QUESTION # 66
From the point of view of the life cycle, what are the main stages of data? (Multiple choice)
- A. Data collection
- B. Data Analysis
- C. Data Presentation
- D. Data Storage
- E. Data management
Answer: A,B,D,E
NEW QUESTION # 67
When a MapReduce task fails, the task can be recalculated through the retry mechanism.
Answer: B
NEW QUESTION # 68
Which statement about HIVE is wrong?
- A. Hive is built on Hadoop based on static batch processing. Hadoop usually has high latency and requires a lot of overhead when submitting and scheduling
- B. Hive can realize low-latency and fast query on large-scale data sets
- C. The best usage scenario of Hive is the batch processing job of large data sets
- D. The Hive query operation process strictly follows the Hadoop MapReduce role execution model.Hive converts the user's HiveQL statement to the MapReduce Hadoop cluster through the interpreter.
Answer: B
NEW QUESTION # 69
Regarding the comparison between Hive and traditional data warehouses, which of the following descriptions is wrong?
- A. Since Hive data is stored in HDFS, it can guarantee high fault tolerance and high reliability of data
- B. Hive metadata storage is independent of data storage, thereby decoupling metadata and data, with high flexibility, while traditional data warehouses have single data applications and low flexibility
- C. Since Hive is based on a big data platform, the query efficiency is faster than traditional data warehouses
- D. Hive is based on HDFS storage, theoretically, the storage capacity can be expanded infinitely, while the storage capacity of traditional data warehouses will have an upper limit
Answer: C
NEW QUESTION # 70
Spark's intermediate data is placed in memory, which is more efficient and has higher latency for iterative operations and batch calculations.
Answer: A
NEW QUESTION # 71
......
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