Phase 4 · Compute Services
TopicsAuto Scaling Groups
Part of the Cloud Computing Roadmap.
Summary
Automatically adding or removing VM instances based on demand — a core mechanism for handling variable traffic without manual intervention, paired with a load balancer to distribute traffic to new instances.
How to Learn This
- 1Set up an auto scaling group with a minimum, maximum, and desired instance count.
- 2Configure a scaling policy based on a metric like CPU utilization.
- 3Learn why auto scaling groups are almost always paired with a load balancer.
More topics in Compute Services
Virtual Machines (EC2, Compute Engine, Azure VMs)Instance Types & SizingLoad Balancing ComputeContainers Overview (Docker Basics)Container Orchestration Overview (Kubernetes / ECS)Serverless Computing (Lambda / Functions)Choosing Compute: VM vs Container vs ServerlessSpot & Reserved InstancesCompute Cost Optimization
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