Podcast
Questions and Answers
What is the primary purpose of the Apache Hadoop software library?
What is the primary purpose of the Apache Hadoop software library?
- To provide a distributed computing framework for processing large data sets
- To offer a cost-effective storage solution for big data using commodity hardware
- To enable parallel processing of data using the MapReduce programming model
- All of the above (correct)
What is the key difference between Hadoop and a traditional Relational Database Management System (RDBMS)?
What is the key difference between Hadoop and a traditional Relational Database Management System (RDBMS)?
- Hadoop is designed to handle structured data, while RDBMS is designed for unstructured data
- Hadoop is designed for distributed computing on commodity hardware, while RDBMS is designed for centralized computing on enterprise-grade servers (correct)
- Hadoop is an open-source solution, while RDBMS is typically a proprietary system
- Hadoop is designed for batch processing, while RDBMS is designed for real-time transactions
What is the primary storage component of the Hadoop platform?
What is the primary storage component of the Hadoop platform?
- MapReduce
- Hadoop Ecosystem
- HDFS (correct)
- Commodity hardware
Which programming language is the Apache Hadoop software library primarily based on?
Which programming language is the Apache Hadoop software library primarily based on?
What is the primary function of the MapReduce programming model in the Hadoop ecosystem?
What is the primary function of the MapReduce programming model in the Hadoop ecosystem?
Which of the following is a key characteristic of the Hadoop Distributed File System (HDFS)?
Which of the following is a key characteristic of the Hadoop Distributed File System (HDFS)?
What is the main role of YARN in Hadoop?
What is the main role of YARN in Hadoop?
Which type of data is well-suited for storage in an RDBMS?
Which type of data is well-suited for storage in an RDBMS?
What is one of the major challenges in distributed computing for big data analytics according to the text?
What is one of the major challenges in distributed computing for big data analytics according to the text?
In distributed computing, what does fault tolerance refer to?
In distributed computing, what does fault tolerance refer to?
Which aspect is a prerequisite for the success of a distributed computing system according to the text?
Which aspect is a prerequisite for the success of a distributed computing system according to the text?
What is one potential benefit of employing distributed computing for big data analytics as mentioned in the text?
What is one potential benefit of employing distributed computing for big data analytics as mentioned in the text?
