Decentralized replica management in latency-bound edge environments for resource usage minimization
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 …
heterogeneous resources at the Edge is pivotal in the definition and extension of traditional …
Towards a distributed storage framework for edge computing infrastructures
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 …
devices generate are expected to grow dramatically in the future. As a result, managing and …
Performance analysis of storage systems in edge computing infrastructures
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 …
amounts of data generated by Internet of Things (IoT) devices. Data and computation are …
SmartORC: smart orchestration of resources in the compute continuum
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 …
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
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 …
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 …
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 …
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
Federated learning is a popular framework that enables harvesting edge resources'
computational power to train a machine learning model distributively. However, it is not …
computational power to train a machine learning model distributively. However, it is not …
An Efficient Storage Solution for Cloud/Edge Computing Infrastructures
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 …
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
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 …
Cloud/Edge Continuum calls for new intelligent methods for tackling the needs of such a …