3 papers
cs.NI2025
An optimization framework for task allocation in the edge/hub/cloud paradigm
Andreas Kouloumpris, Georgios L. Stavrinides, Maria K. Michael +1
With the advent of the Internet of Things (IoT), novel critical applications have emerged that leverage the edge/hub/cloud paradigm, which diverges from the conventional edge compu…
cs.NI2025
Optimal Multi-Constrained Workflow Scheduling for Cyber-Physical Systems in the Edge-Cloud Continuum
Andreas Kouloumpris, Georgios L. Stavrinides, Maria K. Michael +1
The emerging edge-hub-cloud paradigm has enabled the development of innovative latency-critical cyber-physical applications in the edge-cloud continuum. However, this paradigm pose…
cs.LG2025
Rare Event Detection in Imbalanced Multi-Class Datasets Using an Optimal MIP-Based Ensemble Weighting Approach
Georgios Tertytchny, Georgios L. Stavrinides, Maria K. Michael
To address the challenges of imbalanced multi-class datasets typically used for rare event detection in critical cyber-physical systems, we propose an optimal, efficient, and adapt…