Turn on your Predictive Scaling for EC2 now!

If you have an autoscaling group in AWS, you have a need for Predictive Scaling. Predictive Scaling is exactly what it sounds like: Machine Learning being applied to your auto scaling metrics through a service provided by Amazon. This service looks at metrics provided from your existing Auto-Scaling group metrics including CPU use or custom-defined metrics. These metrics are weighed against Amazon’s own data to build a forecast for resource usage by your EC2 instances. The more data points available for machine learning, the better your results. AWS’s predictive scaling only requires 24 hours of data to start making predictions, but those predictions will get better the more data is available. Predictive Scaling is a free service and can be […]

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