Figure 3-1: Distribution of in-flight and completed message event times within a streaming pipeline. New messages arrive as input and remain “in-flight” until processing for them completes. The leftmost edge of the “in-flight” distribution corresponds to the oldest unprocessed element at any given moment.

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