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Cloud Computing Intermediate

What is Auto Scaling?

Automatically adjusting the number of computing resources based on current demand to maintain performance and optimize costs.

Auto scaling adds servers when demand increases and removes them when demand decreases. This ensures applications handle traffic spikes without manual intervention and avoids paying for idle resources during quiet periods.

Scaling can be horizontal (adding more instances) or vertical (increasing instance size). Policies are based on metrics like CPU usage, request count, or queue depth. Cloud providers offer managed auto-scaling groups.

Related Terms

IAM (Identity and Access Management)
A framework for managing digital identities and controlling who can access which cloud resources and services.
CloudFormation
An AWS service that provisions and manages cloud resources using declarative JSON or YAML templates.
CDK (Cloud Development Kit)
A software development framework for defining cloud infrastructure using familiar programming languages instead of YAML or JSON templates.
IaaS (Infrastructure as a Service)
A cloud service model providing virtualized computing resources like servers, storage, and networking over the internet.
VPC (Virtual Private Cloud)
An isolated virtual network within a cloud provider where you can launch resources with full control over IP addressing, routing, and security.
Object Storage
A storage architecture that manages data as objects with metadata and unique identifiers, ideal for unstructured data at scale.
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