What is fault tolerance in streaming systems?
An example of an AI chatbot conversation about fault tolerance in streaming systems.
What is fault tolerance in streaming systems?
Fault tolerance in streaming systems refers to the ability to continue operating correctly even in the event of failures.
Why is it important for streaming applications?
It's crucial because streaming applications need to provide real-time data processing without interruptions, ensuring reliability.
Can you give examples of fault tolerance mechanisms?
Sure! Common mechanisms include data replication, checkpointing, and using distributed architectures.
How do these mechanisms work in practice?
In practice, data replication involves storing copies of data across multiple nodes, while checkpointing saves the state at intervals to recover from failures.
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