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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Security & Other Components | 8% | - Elasticsearch and Redis overview - LDAP and Kerberos authentication mechanism |
| Topic 2: Data Integration & Streaming | 15% | - Loader data migration and synchronization - Flume log collection architecture and configuration - Kafka message queue principles and usage |
| Topic 3: Distributed Computing Framework | 22% | - MapReduce programming model and workflow - Flink stream processing fundamentals - Spark core concepts, RDD, DataFrame and Spark SQL - YARN architecture, resource scheduling and management |
| Topic 4: Huawei Big Data Platform & Solutions | 7% | - FusionInsight/MRS architecture and components - Typical big data solutions and use cases |
| Topic 5: Distributed Storage & Coordination | 20% | - HBase architecture, data model and row-key design - ZooKeeper functions, architecture and application - HDFS architecture, principles and operations |
| Topic 6: Big Data Industry Overview & Basic Concepts | 10% | - Huawei Kunpeng big data ecosystem - Development trends and characteristics of big data - Big data application scenarios and challenges |
| Topic 7: Data Warehouse & Query Engine | 18% | - Hive architecture, metastore, partitioning and bucketing - Hive execution engines: MapReduce, Tez, Spark - File formats: ORC, Parquet, SequenceFile |
1. HDFS of HadoopE is a distributed file system. Which of the following application scenarios is suitable for data storage and management?
A) Lots of small file storage
B) low latency read
C) High capacity and high leaf swallowing capacity
D) Streaming data access
2. Spark is a memory-based computing engine. All Sparki program data in the running process can only be stored in memory
A) False
B) True
3. inDGGplatformshelfunder constructioncarryfor? ?Enterprise grouparity ofAccording to management. Data asset management is visualized and supported? ?,? ?Wait. through data? ?, the realization material? ?view visible. Provide data intelligent search and operation?The number of modules to be controlled is ( ).
A) Data Asset Management
B) Data Integration
C) Data Development
D) Specification design
4. Which of the following measures are used to safeguard the integrity of data
A) Metadata Reliability Guarantee
B) Rebuild the replica data of the failed data disk
C) Cluster data balance
D) safe mode
5. To reduce the amount of data written to disk, mapreduce supports compressing MOF (mapoutfile) before writing.
A) False
B) True
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A,B,C,D | Question # 5 Answer: B |
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