Albin Heimerson

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2023
Mark Learning to Control the Cloud
Heimerson, Albin ^LU (2023)
- Thesis › Doctoral thesis (monograph)
Mark Extending Microservice Model Validity using Universal Differential Equations
Heimerson, Albin ^LU and Ruuskanen, Johan ^LU (2023) p.2401-2406
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2022
Mark Automatic Differentiation over Fluid Models for Holistic Load Balancing
Heimerson, Albin ^LU ; Ruuskanen, Johan ^LU and Eker, Johan ^LU (2022) p.13-18
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Adaptive Control of Data Center Cooling using Deep Reinforcement Learning
Heimerson, Albin ^LU ; Sjölund, Johannes ; Brännvall, Rickard ; Gustafsson, Jonas and Eker, Johan ^LU (2022) p.1-6
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark A Proactive Cloud Application Auto-Scaler using Reinforcement Learning
Heimerson, Albin ^LU ; Eker, Johan ^LU and Årzén, Karl-Erik ^LU (2022) 15th ACM-IEEE International Conference on Formal Methods and Models for System Design p.213-220
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark ControlSystems.jl: A Control Toolbox in Julia
Bagge Carlson, Fredrik ^LU ; Fält, Mattias ^LU ; Heimerson, Albin ^LU and Troeng, Olof ^LU (2022) CDC2021 – 60th Conference on Decision and Control
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2021
Mark Towards a Holistic Controller: Reinforcement Learning for Data Center Control
Heimerson, Albin ^LU ; Brännvall, Rickard ; Sjölund, Johannes ; Eker, Johan ^LU and Gustafsson, Jonas (2021) p.424-429
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2020
Mark The effect of interventions on COVID-19
Soltesz, Kristian ^LU ; Gustafsson, Fredrik ; Timpka, Toomas ; Jaldén, Joakim ; Jidling, Carl ; Heimerson, Albin ^LU ; B. Schön, Thomas ; Spreco, Armin ; Ekberg, Joakim and Dahlström, Örjan , et al. (2020) In Nature 588(7839). p.26-28
- Contribution to journal › Article