What are the differences between Kappa and Lambda architectures?
An example of an AI chatbot conversation about Kappa vs Lambda architectures in data processing.
Can you explain the differences between Kappa and Lambda architectures?
Sure! Kappa architecture is designed for real-time data processing, while Lambda architecture combines batch and stream processing.
What are the advantages of using Kappa architecture?
Kappa architecture simplifies the data processing pipeline by using a single stream processing model, making it easier to maintain.
Are there any use cases where Lambda architecture is preferred?
Yes, Lambda architecture is preferred in scenarios where both real-time and batch processing are needed, like in big data analytics.
Can you give me an example of a company using Kappa architecture?
Companies like LinkedIn use Kappa architecture for their real-time analytics and monitoring systems.
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