Canvas CloudAI
Canvas Cloud AI

Capacity Planning

intermediate
cloud
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Definition

The process of determining the cloud resources needed to meet current and future workload demands while optimizing costs. Like planning how much food to buy for a growing family, capacity planning involves analyzing usage patterns, forecasting growth, and ensuring enough compute, storage, and network resources are available without over-provisioning. Cloud providers offer tools like AWS Compute Optimizer, Azure Advisor, GCP Recommender, and OCI Cloud Advisor to help right-size resources.

Real-World Example

An e-commerce company analyzes their traffic patterns and discovers they need 3x more capacity during holiday seasons. They use auto-scaling groups with a baseline of 10 instances that can scale to 30 during peak periods, saving 60% compared to always running at peak capacity.

Cloud Provider Equivalencies

Each cloud provider offers advisory tools to help right-size resources and plan for future capacity needs.

AWS
AWS Compute Optimizer, Trusted Advisor
AZ
Azure Advisor, Cost Management
GCP
GCP Recommender, Active Assist
OCI
OCI Cloud Advisor

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