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 …
Urgent edge computing
This position paper introduces Urgent Edge Computing (UEC) as a paradigm shift
addressing the evolving demands of time-sensitive applications in distributed edge …
addressing the evolving demands of time-sensitive applications in distributed edge …
Self-optimising decentralised service placement in heterogeneous cloud federation
Clouds have been relevant business drivers and computational backends for a wide range
of applications, including IoT, e-health, data analytics. To match the complex needs of such …
of applications, including IoT, e-health, data analytics. To match the complex needs of such …
Scalable decentralized indexing and querying of multi-streams in the fog
Abstract NOA-AID (Network Overlays for Adaptive information Aggregation, Indexing and
Discovery on the fog) is an approach for decentralized indexing, aggregation and discovery …
Discovery on the fog) is an approach for decentralized indexing, aggregation and discovery …
Latency preserving self-optimizing placement at the edge
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 …
Self-organizing energy-minimization placement of QoE-constrained services at the edge
The wide availability of heterogeneous resources at the Edge of the network is gaining a
central role in defining and develo** new computing paradigms for both the infrastructures …
central role in defining and develo** new computing paradigms for both the infrastructures …
A p2p recommender system based on gossip overlays (prego)
Gossip-based Peer-to-Peer protocols proved to be very efficient for supporting dynamic and
complex information exchange among distributed peers. They are useful for building and …
complex information exchange among distributed peers. They are useful for building and …
Distributed current flow betweenness centrality
The computation of nodes centrality is of great importance for the analysis of graphs. The
current flow betweenness is an interesting centrality index that is computed by considering …
current flow betweenness is an interesting centrality index that is computed by considering …
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 …
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 …