Essays about: "Tommaso Praturlon"

Found 1 essay containing the words Tommaso Praturlon.

  1. 1. Intelligent autoscaling in Kubernetes : the impact of container performance indicators in model-free DRL methods

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Tommaso Praturlon; [2023]
    Keywords : Cloud computing; container autoscaling; resource optimisation; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh; Cloud computing; container autoscaling; Optimering av resurser; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh;

    Abstract : A key challenge in the field of cloud computing is to automatically scale software containers in a way that accurately matches the demand for the services they run. To manage such components, container orchestrator tools such as Kubernetes are employed, and in the past few years, researchers have attempted to optimise its autoscaling mechanism with different approaches. READ MORE