Decentralized replica management in latency-bound edge environments for resource usage minimization

L Ferrucci, M Mordacchini, P Dazzi - IEEE Access, 2024 - ieeexplore.ieee.org
The Internet is experiencing a fast expansion at its edges. The wide availability of
heterogeneous resources at the Edge is pivotal in the definition and extension of traditional …

Towards a distributed storage framework for edge computing infrastructures

A Makris, E Psomakelis, T Theodoropoulos… - Proceedings of the 2nd …, 2022 - dl.acm.org
Due to the continuous development of Internet of Things (IoT), the volume of the data these
devices generate are expected to grow dramatically in the future. As a result, managing and …

Performance analysis of storage systems in edge computing infrastructures

A Makris, I Kontopoulos, E Psomakelis, SN Xyalis… - Applied Sciences, 2022 - mdpi.com
Edge computing constitutes a promising paradigm of managing and processing the massive
amounts of data generated by Internet of Things (IoT) devices. Data and computation are …

SmartORC: smart orchestration of resources in the compute continuum

E Carlini, M Coppola, P Dazzi, L Ferrucci… - Frontiers in High …, 2023 - frontiersin.org
The promise of the compute continuum is to present applications with a flexible and
transparent view of the resources in the Internet of Things–Edge–Cloud ecosystem …

A hierarchical control for application placement and load distribution in Edge Computing

AM Maia, D Vieira, Y Ghamri-Doudane… - Future Generation …, 2025 - Elsevier
Edge Computing (EC) extends computing functionalities from remote cloud data centers to
the proximity of end-user devices at the network edges, thereby reducing application …

UNITE: Integrated IoT-edge-cloud continuum

M Brzozowski, P Langendoerfer… - 2022 IEEE 8th World …, 2022 - ieeexplore.ieee.org
Although current edge and cloud systems offer amazing services that we could not even
dream of a few years ago, end users cannot really benefit from them due to their high …

Security constraints for placement of latency sensitive 5G MEC applications

R Artych, K Bocianiak, Y Carlinet… - … on Future Internet of …, 2022 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is one of the key enablers in 5G, offering to external
parties computing capabilities very close to the end users. To attain this objective, the 5G …

Impact of network topology on the convergence of decentralized federated learning systems

H Kavalionak, E Carlini, P Dazzi… - … IEEE Symposium on …, 2021 - ieeexplore.ieee.org
Federated learning is a popular framework that enables harvesting edge resources'
computational power to train a machine learning model distributively. However, it is not …

An Efficient Storage Solution for Cloud/Edge Computing Infrastructures

A Makris, I Korontanis, E Psomakelis… - … Conference on Service …, 2024 - ieeexplore.ieee.org
Edge computing emerges as a promising paradigm for managing and processing the
immense data volumes generated by Internet of Things (IoT) devices. By moving data and …

A mathematical model for latency constrained self-organizing application placement in the edge

M Mordacchini, E Carlini, P Dazzi - Proceedings of the 2nd Workshop on …, 2022 - dl.acm.org
The highly dynamic and heterogeneous environment that characterizes the edge of the
Cloud/Edge Continuum calls for new intelligent methods for tackling the needs of such a …