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Francesco Smarra

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Conference Aug 2026

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...

Daniele Masti, Francesco Smarra · 0 citations

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