What are the challenges of stream processing?
An example of an AI chatbot conversation about the challenges in stream processing.
What are the main challenges of stream processing?
Some main challenges include data consistency, latency, fault tolerance, and scalability.
Can you explain data consistency in stream processing?
Data consistency ensures that all data streams reflect the same state, which can be difficult due to the real-time nature.
What about fault tolerance?
Fault tolerance is crucial as it allows the system to recover from failures without losing data or processing capabilities.
How does scalability affect stream processing?
Scalability is important to handle varying data loads efficiently, ensuring the system can grow with demand.
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