Topic

Scalability Fundamentals

Scale-out mechanics: statelessness, load balancing, and autoscaling.

Horizontal scaling is a design property, not a deployment checkbox. This topic defines scalability against real load parameters, shows why state is the enemy of scale-out and where to move it, and covers load balancers and autoscaling policies as the machinery that turns many small machines into one big one.

Lessons in this topic

  1. 1What Scalability Really MeansFree
  2. 2Stateless Design
  3. 3Load Balancing
  4. 4Autoscaling
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