34 citations · 47 across the 8 of their papers we have counts for
7 papers · 1 filter
A Multi-faceted Analysis of the Performance Variability of Virtual Machines
Luciano Baresi, Tommaso Dolci, Giovanni Quattrocchi +1
Cloud computing and virtualization solutions allow one to rent the virtual machines (VMs) needed to run applications on a pay-per-use basis, but rented VMs do not offer any guarant…
A Qualitative and Quantitative Analysis of Container Engines
Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi
Containerization is a virtualization technique that allows one to create and run executables consistently on any infrastructure. Compared to virtual machines, containers are lighte…
Microservice Architecture Practices and Experience: a Focused Look on Docker Configuration Files
Luciano Baresi, Giovanni Quattrocchi, Damian Andrew Tamburri
Cloud applications are more and more microservice-oriented, but a concrete charting of the microservices architecture landscape -- namely, the space of technical options available…
Training and Serving Machine Learning Models at Scale
Luciano Baresi, Giovanni Quattrocchi
In recent years, Web services are becoming more and more intelligent (e.g., in understanding user preferences) thanks to the integration of components that rely on Machine Learning…
A Declarative Modelling Framework for the Deployment and Management of Blockchain Applications
Luciano Baresi, Giovanni Quattrocchi, Damian Andrew Tamburri +1
The deployment and management of Blockchain applications require non-trivial efforts given the unique characteristics of their infrastructure (i.e., immutability) and the complexit…
NEPTUNE: Network- and GPU-aware Management of Serverless Functions at the Edge
Luciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi +1
Nowadays a wide range of applications is constrained by low-latency requirements that cloud infrastructures cannot meet. Multi-access Edge Computing (MEC) has been proposed as the…
Feature-Model-Guided Online Learning for Self-Adaptive Systems
Andreas Metzger, Clément Quinton, Zoltán Ádám Mann +2
A self-adaptive system can modify its own structure and behavior at runtime based on its perception of the environment, of itself and of its requirements. To develop a self-adaptiv…