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Container Autoscaling: From Reactive Chaos to Predictive Control Most engineering teams discover their autoscaling strategy is broken at the worst possible moment—when traffic spikes and their containers can't scale fast enough to prevent cascading f...
Introduction In an earlier article about custom metrics we explored the process of creating custom metrics in a Spring Boot Application and by the end of it we had two code examples of working metrics that could be scrapped by Prometheus via the Spri...

Scenario: Automatically scale the number of pod replicas based on custom metrics, such as application-specific performance metrics. Objective: Automatically scale the number of pod replicas based on the total number of HTTP requests to efficiently ha...

If you are using ec2 servers for your production workload, you'll need to monitor multiple server parameters like CPU utilization, Memory Utilization, Storage, etc. You can monitor these parameters using Cloudwatch metrics. But, does Cloudwatch have ...
