149 citations · 416 across the 31 of their papers we have counts for
6 papers · 1 filter
Carbon-Aware Computing for Data Centers with Probabilistic Performance Guarantees
Sophie Hall, Francesco Micheli, Giuseppe Belgioioso +2
Data centers are significant contributors to carbon emissions and can strain power systems due to their high electricity consumption. To mitigate this impact and to participate in…
Network-aware Recommender System via Online Feedback Optimization
Sanjay Chandrasekaran, Giulia De Pasquale, Giuseppe Belgioioso +1
Personalized content on social platforms can exacerbate negative phenomena such as polarization, partly due to the feedback interactions between recommendations and the users. In t…
Carbon-Aware Computing in a Network of Data Centers: A Hierarchical Game-Theoretic Approach
Enno Breukelman, Sophie Hall, Giuseppe Belgioioso +1
Over the past decade, the continuous surge in cloud computing demand has intensified data center workloads, leading to significant carbon emissions and driving the need for improvi…
Stability Certificates for Receding Horizon Games
Sophie Hall, Giuseppe Belgioioso, Florian Dörfler +1
Game-theoretic MPC (or Receding Horizon Games) is an emerging control methodology for multi-agent systems that generates control actions by solving a dynamic game with coupling con…
Online Feedback Optimization over Networks: A Distributed Model-free Approach
Wenbin Wang, Zhiyu He, Giuseppe Belgioioso +2
Online feedback optimization (OFO) enables optimal steady-state operations of a physical system by employing an iterative optimization algorithm as a dynamic feedback controller. W…
Towards a Systems Theory of Algorithms
Florian Dörfler, Zhiyu He, Giuseppe Belgioioso +3
Traditionally, numerical algorithms are seen as isolated pieces of code confined to an {\em in silico} existence. However, this perspective is not appropriate for many modern compu…