What are the benefits of using Lambda architecture?
An example of an AI chatbot conversation about the benefits of Lambda architecture.
What are the benefits of using Lambda architecture?
Lambda architecture offers scalability, fault tolerance, and real-time data processing, making it ideal for big data applications.
Can you explain how it handles real-time data?
Sure! Lambda architecture processes real-time data through a speed layer that quickly ingests and analyzes data streams.
What are the challenges of implementing Lambda architecture?
Some challenges include complexity in design, maintaining multiple codebases, and ensuring data consistency across layers.
Is it suitable for small projects?
While it's powerful, Lambda architecture may be overkill for small projects due to its complexity and resource requirements.
What technologies are commonly used in Lambda architecture?
Common technologies include Apache Kafka for data streaming, Apache Spark for batch processing, and NoSQL databases for storage.
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