Albin Heimerson

According to our database, Albin Heimerson authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Learning to Control the Cloud.

Albin Heimerson

PhD thesis, 2023

2022

A Proactive Cloud Application Auto-Scaler using Reinforcement Learning.

Albin Heimerson, Johan Eker, Karl-Erik Årzén

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Adaptive Control of Data Center Cooling using Deep Reinforcement Learning.

Albin Heimerson, Johannes Sjölund, Rickard Brännvall, Jonas Gustafsson, Johan Eker

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, 2022

Automatic Differentiation over Fluid Models for Holistic Load Balancing.

Albin Heimerson, Johan Ruuskanen, Johan Eker

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, 2022

2021

Towards a Holistic Controller: Reinforcement Learning for Data Center Control.

Albin Heimerson, Rickard Brännvall, Johannes Sjölund, Johan Eker, Jonas Gustafsson

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

ControlSystems.jl: A Control Toolbox in Julia.

Fredrik Bagge Carlson, Mattias Fält, Albin Heimerson, Olof Troeng

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

The effect of interventions on COVID-19.

Kristian Soltesz, Fredrik Gustafsson, Toomas Timpka, Joakim Jaldén, Carl Jidling, Albin Heimerson, Thomas B. Schön, Armin Spreco, Joakim Ekberg, Örjan Dahlström, Fredrik Bagge Carlson, Anna Jöud, Bo Bernhardsson

Nat., 2020