What is Lambda Architecture?
An example of an AI chatbot conversation about Lambda Architecture in data processing.
Can you explain what Lambda Architecture is?
Lambda Architecture is a data processing architecture designed to handle massive quantities of data by using both batch and stream processing.
What are the main components of Lambda Architecture?
The main components are the Batch Layer, Speed Layer, and Serving Layer, each serving a specific purpose in data processing.
How does it differ from traditional architectures?
Unlike traditional architectures that may rely solely on batch processing, Lambda Architecture combines both batch and real-time processing for better efficiency.
Can you give an example of where it's used?
It's commonly used in big data applications, such as real-time analytics for social media platforms or financial transactions.
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