What is Apache Spark architecture?
An example of an AI chatbot conversation about Apache Spark architecture.
Can you explain the architecture of Apache Spark?
Sure! Apache Spark has a master-slave architecture with a driver program and multiple worker nodes.
What are the main components of this architecture?
The main components include the Driver, Cluster Manager, and Executors. The Driver coordinates the tasks.
How does data flow in Spark's architecture?
Data flows from the Driver to Executors, where tasks are executed in parallel, enhancing performance.
What advantages does this architecture provide?
It allows for distributed data processing, fault tolerance, and scalability, making it efficient for big data tasks.
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