How does Lambda architecture work?
An example of an AI chatbot conversation about Lambda architecture and its components.
Can you explain what Lambda architecture is?
Lambda architecture is a data-processing architecture that combines batch and real-time processing to provide a comprehensive view of data.
What are the main components of Lambda architecture?
The main components are the batch layer, speed layer, and serving layer. Each layer has its own role in processing data.
How does the batch layer work?
The batch layer processes large volumes of data in batches, providing a complete view of the data over time.
What about the speed layer?
The speed layer processes real-time data streams, allowing for immediate insights and updates to the data.
Can you give an example of where Lambda architecture is used?
Lambda architecture is commonly used in big data applications, such as real-time analytics and data warehousing.
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