autoscaling
Sign in to saveAutoscaling, (also written as auto scaling, auto-scaling, or known as automatic scaling), is a method used in cloud computing that dynamically adjusts the amount of computational resources in a server farm - typically measured by the number of active servers - automatically based on the load on the farm. For example, the number of servers running behind a web application may be increased or decreased automatically based on the number of active users on the site. Since such metrics may change dramatically throughout the course of the day, and servers are a limited resource that cost money to ru
In the Vinony graph
Within Vinony's link graph, autoscaling is referenced by 12 other articles, and connects out to Facebook, Microsoft and Netflix.
It sits within the topics Cloud computing, Network management and Servers (computing).
Its subject is documented across 7 Wikipedia language editions.
~12 min read
Encyclopedic overview
14 sectionsContents
- Advantages
- Terminology
- Practice
- Amazon Web Services (AWS)
- Microsoft's Windows Azure
- Oracle Cloud
- Google Cloud Platform
- Kubernetes Horizontal Pod Autoscaler
- Alternative autoscaling decision approaches
- Scheduled autoscaling approach
- Predictive autoscaling
- See also
- References
Autoscaling, (also written as auto scaling, auto-scaling, or known as automatic scaling), is a method used in cloud computing that dynamically adjusts the amount of computational resources in a server farm - typically measured by the number of active servers - automatically based on the load on the farm. For example, the number of servers running behind a web application may be increased or decreased automatically based on the number of active users on the site. Since such metrics may change dramatically throughout the course of the day, and servers are a limited resource that cost money to run even while idle, there is often an incentive to run "just enough" servers to support the current load while still being able to support sudden and large spikes in activity. Autoscaling is helpful for such needs, as it can reduce the number of active servers when activity is low, and launch new servers when activity is high. Autoscaling is closely related to, and builds upon, the idea of load balancing.
==Advantages==
Excerpted from Wikipedia’s “autoscaling” article, available under the CC BY-SA 4.0 licence.