3 papers
cs.DC2026
Trustworthy Scheduling for Big Data Applications
Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos
Recent advances in modern containerized execution environments have resulted in substantial benefits in terms of elasticity and more efficient utilization of computing resources. A…
cs.LG2025
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
Loukas Kavouras, Eleni Psaroudaki, Konstantinos Tsopelas +9
The widespread deployment of machine learning systems in critical real-world decision-making applications has highlighted the urgent need for counterfactual explainability methods…
cs.DC2024
TIMBER: On supporting data pipelines in Mobile Cloud Environments
Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki +1
The radical advances in mobile computing, the IoT technological evolution along with cyberphysical components (e.g., sensors, actuators, control centers) have led to the developmen…