3 citations · 3 across the 6 of their papers we have counts for
6 papers
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…
Prediction-driven resource provisioning for serverless container runtimes
Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki
In recent years Serverless Computing has emerged as a compelling cloud based model for the development of a wide range of data-intensive applications. However, rapid container prov…
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…
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…
A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density
Kleopatra Markou, Dimitrios Tomaras, Vana Kalogeraki +1
The imminent need to interpret the output of a Machine Learning model with counterfactual (CF) explanations - via small perturbations to the input - has been notable in the researc…
Practical Privacy Preservation in a Mobile Cloud Environment
Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki
The proliferation of smartphone devices has led to the emergence of powerful user services from enabling interactions with friends and business associates to mapping, finding nearb…