[GUIDE]

Boost Kubernetes Performance with Opsani

Machine Learning-Enabled Predictive Autoscaling for Higher Performance, Lower cost, and More Efficiency

The Opsani Learning Autoscaler (OLAS) is a drop-in replacement for the Kubernetes Horizontal Pod Autoscaler (HPA). Unlike HPA, OLAS provides predictive and proactive autoscaling. Using machine learning, OLAS learns the traffic patterns of your service and scales up just ahead of time, in order to ensure that there are enough pods ready to take the increased traffic. When traffic subsides, OLAS quickly scales down to reduce cloud costs.