Fast continuous and integer L-shaped heuristics through supervised learning

E Larsen, E Frejinger, B Gendron… - INFORMS Journal on …, 2024 - pubsonline.informs.org
We propose a methodology at the nexus of operations research and machine learning (ML)
leveraging generic approximators available from ML to accelerate the solution of mixed …

Adrias: Interference-aware memory orchestration for disaggregated cloud infrastructures

D Masouros, C Pinto, M Gazzetti… - … Symposium on High …, 2023 - ieeexplore.ieee.org
Workload co-location has become the de-facto approach for hosting applications in Cloud
environments, leading, however, to interference and fragmentation in shared resources of …

[PDF][PDF] Deep Learning techniques for system optimization in Cloud architectures

D Masouros - 2023 - dspace.lib.ntua.gr
Nowadays, Cloud computing is becoming one of the most attractive solutions for application
execution, due to the enhanced flexibility and efficiency it offers. Cloud computing refers to …