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| Section | Weight | Objectives |
|---|---|---|
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - Spark Core, Spark SQL and Catalyst optimization - Hive development, optimization and ACID transactions - Data ingestion tools: Loader, Sqoop, Flume - HDFS and YARN principles and configuration |
| Big Data Application Development Overall Guide | 15% | - Application development process and specifications - FusionInsight HD architecture and components - Mainstream big data technologies and ecosystem - Scenario-based solution design overview |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Spark Structured Streaming fundamentals - Kafka architecture, transactions and configuration - Apache Flink: event time, watermark, windowing and state management - Flink SQL and complex event processing |
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - Elasticsearch indexing, query and cluster management - Apache Phoenix and secondary indexes - CarbonData and GaussDB(DWS) basics - HBase architecture, row-key design and optimization |
1. Fusionmnsight HDproductSoDuring application development, you canSolr Admin UIxrightCollection One-shot verification is performed. Draw aboutSolr AdminUIIs the statement correct? (multiple choice)
A) Enter the Core Oveview interface where Calectiopeyshard Replicaf is installed, and you can view the Replca index Real Qunwen You Department relies on storing size and location information
B) Click Cloud to view the Replica distribution and status of each Shard under each Collection
C) Users of the Sor user group, Solr admin role, and Super group can access the Solr Admin UI
D) Click Tree under Cloud to view metadata such as Collections, configuration sets, and ive nodes in Solr loud information
2. existKafka, which of the following commands can view aTopicHow many partitions are there?
A) kafka-topics.sh-create
B) kafka-topics.sh-alter
C) Kafka-topics.sh-list
D) Kafka-topics.sh-describe
3. there are the following scenarios: new data is generated by the online system every day500G, it is necessary to analyze these data by day, week, Monthly and other dimensions for statistical summary. ask if it is suitable for useHiveWhat kind of table to handle?
A) Bucket table, bucket according to day
B) skew table, skew field select date, skew value random
C) Partition table, partitioned by day
D) partition+Bucket table, partitioned by time, each partition2560buckets
4. Hadoopin the systemYARNWhat resource types are supported for management?
(Multiple Choice)
A) CPU
B) Memory
C) Network
D) DiskSpace
5. Fusionlnsigt HDWhat distributed computing frameworks do big data platforms provide? (multiple choice)
A) MapReduce
B) Spark
C) HBase
D) Streaming
Solutions:
| Question # 1 Answer: A,C,D | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A,B | Question # 5 Answer: A,B,D |
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