Customers can now enable predictive scaling for their Auto Scaling groups (ASGs) in six more regions: Asia Pacific (Hyderabad), Asia Pacific (Melbourne), Israel (Tel Aviv), Canada West (Calgary), Europe (Spain), and Europe (Zurich). Predictive Scaling can proactively scale out your ASGs to be ready for upcoming demand. This allows you to avoid the need to over-provision capacity, resulting in lower EC2 cost, while ensuring your application’s responsiveness. To see the list of all supported AWS public regions and AWS GovCloud (US) regions, click here.
Predictive Scaling is appropriate for applications that experience recurring patterns of steep demand changes, such as early morning spikes when business resumes. It learns from the past patterns and launches instances in advance of predicted demand, giving instances time to warm up. Predictive scaling enhances existing Auto Scaling policies, such as Target Tracking or Simple Scaling, so that your applications scale based on both real-time metrics and historic patterns. You can preview how Predictive Scaling works with your ASG by using the “Forecast Only” mode.
Predictive Scaling is available as a scaling policy type through AWS Command Line Interface (CLI), EC2 Auto Scaling Management Console, AWS CloudFormation and AWS SDKs. To learn more, visit the Predictive Scaling page in the EC2 Auto Scaling documentation.
Categories: marketing:marchitecture/compute,general:products/amazon-ec2-auto-scaling
Source: Amazon Web Services
Latest Posts
- MC1393468: Microsoft 365 Copilot Cowork Gains Usage-Based Billing and Frontier Expands Early Access Features
- AI Gateway, Access – Identity-aware controls are now available in AI Gateway
- [Preview Announcement] Re-introducing Forward Proxy as AWS Network Firewall Functionality
- MC1447683: Microsoft 365 Copilot Scheduled Prompts Moves to Microsoft 365 Connected Experiences Governance
