Reactive systems scale after traffic spikes occur, creating a critical delay that causes systems to miss the entire duration of traffic surges; for example, a 3-minute traffic spike may be completely missed if the system requires 2 minutes to spin up resources, demonstrating why proactive scaling architectures are essential for handling sudden demand spikes.
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Scaling Chaos: Reacting to Traffic Spikes #shortsAdded:
the bulk of it, okay, is like the fundamental problem, okay, is that the architecture and the algorithms behind that uh system is is incorrect, okay? So, it's reactive, okay? It's not incorrect, it's reactive, okay? Exactly. It reaches after the fact. It's after the fact. You eat a spike of traffic, okay? After you have hit this spike, it spawns the pods, okay? And basically, there was the curve of of scaling the pa of the traffic, okay, which was a sudden spike that lasted bear with me, 3 minutes, okay? Huge spike of 3 minutes, okay?
Time it takes to spin up the system, uh to spin up the pods to meet that demand, 2 minutes.
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