How is Flume fault-tolerant and how does it handle transient spikes in the data generation rate?

Flume uses the channel-based transactions with acknowledgements and is committed for error-free guaranteed data delivery; thus, it uses the Producer-Consumer model to handle situations where the rate of data generation increases suddenly.

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