How do you perform scalability testing to determine whether a system can grow horizontally or vertically?

0:22 Min Read Time 1 Experts
Rahul.K
Performance Test Engineer | at Testvox
I evaluate the system’s scaling characteristics by adjusting compute, DB, and service tiers 
independently.​
Horizontal scaling is validated by adding nodes/pods and observing linearity in throughput.​
Vertical scaling is analysed by increasing instance size and monitoring diminishing returns.​
Bottleneck components, cache size limits, and shared DB constraints often dictate the true 
scalability model. 
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