2 citations · 3 across the 9 of their papers we have counts for
5 papers · 1 filter
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…
Orchestrating the Execution of Serverless Functions in Hybrid Clouds
Aristotelis Peri, Michail Tsenos, Vana Kalogeraki
In recent years, serverless computing, especially Function as a Service (FaaS), is rapidly growing in popularity as a cloud programming model. The serverless computing model provid…
Energy Efficient Scheduling for Serverless Systems
Michail Tsenos, Aristotelis Peri, Vana Kalogeraki
Serverless computing, also referred to as Function-as-a-Service (FaaS), is a cloud computing model that has attracted significant attention and has been widely adopted in recent ye…
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…
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…