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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

Cloud Monitoring
Services that collect, analyze, and alert on metrics, logs, and traces from cloud infrastructure and applications.
Hybrid Cloud
A computing environment that combines on-premises infrastructure with public cloud services, allowing data and applications to move between them.
Object Storage
A storage architecture that manages data as objects with metadata and unique identifiers, ideal for unstructured data at scale.
Cloud Migration
The process of moving applications, data, and workloads from on-premises infrastructure to cloud computing environments.
Cloud Storage Tiers
Different storage classes offered by cloud providers, optimized for varying access patterns from frequent to archival use.
IaaS (Infrastructure as a Service)
A cloud service model providing virtualized computing resources like servers, storage, and networking over the internet.
View All Cloud Computing Terms โ†’