Efficient Autoscaling of Cloud Applications using MPC: A Complementarity Constraints Formulation
Cloud applications based on microservices architecture require autoscaling mechanisms that can react to time-varying workloads while accounting for provisioning delays and discrete resource capacities. Model predictive control (MPC) approaches based on queueing-network models provide a principled way to handle these tr...