Non-Stationary Gradient Descent for Optimal Auto-Scaling in Serverless Platforms

Jonatha Anselmi, Bruno Gaujal, Louis-Sebastien Rebuffi

To efficiently manage serverless computing platforms, a key aspect is the auto-scaling of services, i.e., the set of computational resources allocated to a service adapts over time…