Canvas CloudAI
Canvas Cloud AI

Elasticity

intermediate
cloud
Enhanced Content

Definition

The ability to dynamically and automatically adjust cloud resources up or down based on actual demand in real-time. Like a balloon that expands and contracts based on how much air you put in.

Real-World Example

During a viral marketing campaign, elastic cloud infrastructure automatically adds more servers as traffic spikes, then removes them when traffic returns to normal, optimizing costs.

Cloud Provider Equivalencies

All four provide automatic scale-out/scale-in for compute instances based on metrics (e.g., CPU, requests) and can be paired with load balancers. They differ mainly in configuration style, metric sources, and ecosystem integrations, but the core elasticity outcome is the same: match capacity to demand.

AWS
EC2 Auto Scaling
AZ
Virtual Machine Scale Sets (VMSS) Autoscale
GCP
Managed Instance Groups (MIG) Autoscaler
OCI
Instance Pools with Autoscaling

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