Understanding Automatic Compute Scaling with Serverless for Hyperscale in Azure SQL
What is Automatic Compute Scaling?
Automatic Compute Scaling is a feature available in Azure SQL Database Hyperscale that allows the compute resources to be automatically scaled up or down according to the workload. This feature provides the ability to scale up or down based on the workload, allowing you to minimize the costs associated with running your database in the cloud.Benefits of Automatic Compute Scaling
Automatic Compute Scaling is beneficial for organizations that have unpredictable workloads. By being able to scale up or down as needed, organizations can reduce the costs associated with running their databases in the cloud. Additionally, Automatic Compute Scaling allows organizations to reduce the risk of performance issues due to an unexpected spike in workloads.How Does Automatic Compute Scaling Work?
Automatic Compute Scaling works by monitoring the workload of your database and automatically scaling up or down the resources as needed. The feature uses an algorithm that takes into account the workload of the database, the number of active sessions, and the amount of storage being used in order to determine when to scale up or down.Using Serverless for Automatic Compute Scaling in Azure SQL
The Serverless offering in Azure SQL Database Hyperscale is a great way to take advantage of the Automatic Compute Scaling feature. With Serverless, you can set a minimum and maximum compute size, and the database will automatically scale up or down as needed. Additionally, the feature allows you to specify the amount of time between scaling operations, allowing you to control the costs associated with scaling up or down.Conclusion
Automatic Compute Scaling is a great feature for organizations that have unpredictable workloads. By being able to scale up or down as needed, organizations can reduce the costs associated with running their databases in the cloud. Additionally, Automatic Compute Scaling allows organizations to reduce the risk of performance issues due to an unexpected spike in workloads. The Serverless offering in Azure SQL Database Hyperscale is a great way to take advantage of the Automatic Compute Scaling feature, providing organizations with a cost-effective way to manage their workloads.
References:
Automatic compute scaling with serverless for Hyperscale in Azure SQL Database
1. Azure SQL Database
2. Autoscale
3. Azure Hyperscale
