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| Section | Objectives |
|---|---|
| Topic 1: Real-time Data Processing | - Flink/Spark Streaming Basics - Stream Processing Concepts |
| Topic 2: Hadoop Ecosystem Technologies | - YARN Resource Scheduling - HDFS and Data Management |
| Topic 3: Distributed Data Processing | - MapReduce Principles - Spark Computing Framework |
| Topic 4: Big Data Fundamentals | - Data Storage and Processing Concepts - Big Data Architecture and Ecosystem Overview |
| Topic 5: Data Development and Engineering Practices | - ETL Design and Implementation - Data Pipeline Development |
1. What methods does FusionInsight HD support to submit Oozie jobs? (multiple choice)
A) Shell commands
B) Hue UI
C) Java API
D) Rest API
2. For HBase column family, which of the following attributes can be set? (multiple choice)
A) Compression
B) Coprocessor
C) Versions
D) TTL
3. Which Redis commands are atomic operations?
A) HINCRBY (add incremental increment to the field value in the hash table key)
B) LPUSH (push operation on linked list)
C) INCR (increase the stored digital value by one)
D) All of the above
4. There are scenarios where 500G of new data is generated by the online system every day, and these data need to be statistically summarized in dimensions such as days, weeks, and months.
Which table is suitable for Hive processing?
A) Tilt table, select the date in the tilt field, and the tilt value is random
B) Partition + bucket table, partitioned by time, 2560 buckets per partition
C) Bucket table, according to talent
D) Partition table, partition by day
5. In Spark, the accumulator can realize high-speed parallel counter and variable summation; in the process of Spark application development, only the value of this counter can be obtained on the Driver.
A) False
B) True
Solutions:
| Question # 1 Answer: A,B,C,D | Question # 2 Answer: A,C,D | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: B |
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