Between the range lies the scheduled scaling action value. The application can be dynamically scaled to provide more resources.Every resource comes with a minimum and a maximum capacity limit.
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The objective is to main the resource utilization at the target value which is specified by the scaling strategy. During the time schedule, auto-scaling updates the resource’s minimum capacity to the value that is specified by the scheduled scaling action. The scaling actions are scheduled so as to actively add and remove resource capacity that would reflect the load forecast. This data is available in one-hour interval and is updated on a daily basis. Predictive scaling: AWS Auto-Scaling helps analyse the specific load metric history of about 14 days and helps in forecasting the future demand of the next 2 days. The default scaling metrics are provisioned based on the most commonly used metrics which are used for automatic scaling. This allows the user to plan about adding and removing capacity of every resource as and when they are required thereby maintaining the resource utilization at specified target values. Dynamic scaling: It helps in the creation of target tracking scaling policies that can be used to scale resources in the user’s application. Custom scaling strategies can also be built based on the user requirements. The scaling plan can be optimized for availability, for cost, or a careful balance of availability and cost. The scaling plan can be used in such a way that the user can choose scaling strategies that help in defining how the resource utilization can be optimized.
This makes sure that the user can add in more computing power when required to handle larger loads and remove this power when it is not required anymore. This scaling plan makes use of dynamic scaling and predictive scaling methods to automatically scale the user’s application. The application or resources can be configured and managed to scale based on a scaling plan. The user can also configure automatic scaling for specific resources based on requirement or for the entire application as a whole. The AWS Auto-Scaling console provisions a single user interface which can be used to automatically scale the feature of many AWS services. AWS Tutorials By KnowledgeHut AWS Auto-scalingAuto-scaling is a service offered by Amazon that helps in configuring automatic scaling for AWS resources (in a few minutes) which belong to the user application.
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