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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

Kubernetes Service
An abstraction that provides a stable network endpoint for accessing a group of Pods, handling load balancing and service discovery.
Cloud Monitoring
Services that collect, analyze, and alert on metrics, logs, and traces from cloud infrastructure and applications.
SaaS (Software as a Service)
A cloud delivery model where software applications are hosted and managed by a provider and accessed by users over the internet.
Cloud Storage Tiers
Different storage classes offered by cloud providers, optimized for varying access patterns from frequent to archival use.
Spot Instance
Discounted cloud compute instances that use spare capacity at significantly lower prices but can be interrupted with short notice.
Cloud IAM
Identity and Access Management services that control who can access cloud resources and what actions they can perform.
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