66 citations · 132 across the 6 of their papers we have counts for
7 papers
Federated Learning in the Wild: A Comparative Study for Cybersecurity under Non-IID and Unbalanced Settings
Roberto Doriguzzi-Corin, Petr Sabel, Silvio Cretti +1
Machine Learning (ML) techniques have shown strong potential for network traffic analysis; however, their effectiveness depends on access to representative, up-to-date datasets, wh…
Disruption-aware Microservice Re-orchestration for Cost-efficient Multi-cloud Deployments
Marco Zambianco, Silvio Cretti, Domenico Siracusa
Multi-cloud environments enable a cost-efficient scaling of cloud-native applications across geographically distributed virtual nodes with different pricing models. In this context…
Cost Minimization in Multi-cloud Systems with Runtime Microservice Re-orchestration
Marco Zambianco, Silvio Cretti, Domenico Siracusa
Multi-cloud systems facilitate a cost-efficient and geographically-distributed deployment of microservice-based applications by temporary leasing virtual nodes with diverse pricing…
A Cost-Effective Workload Allocation Strategy for Cloud-Native Edge Services
Valentino Armani, Francescomaria Faticanti, Silvio Cretti +2
Nowadays IoT applications consist of a collection of loosely coupled modules, namely microservices, that can be managed and placed in a heterogeneous environment consisting of priv…
Cutting Throughput on the Edge:App-Aware Placement in Fog Computing
Francescomaria Faticanti, Francesco De Pellegrini, Domenico Siracusa +2
Fog computing extends cloud computing technology to the edge of the infrastructure to let IoT applications access objects' data with reduced latency, location awareness and dynamic…
Cloud4IoT: a heterogeneous, distributed and autonomic cloud platform for the IoT
Daniele Pizzolli, Giuseppe Cossu, Daniele Santoro +6
We introduce Cloud4IoT, a platform offering automatic deployment, orchestration and dynamic configuration of IoT support software components and data-intensive applications for dat…
Foggy: A Platform for Workload Orchestration in a Fog Computing Environment
Daniele Santoro, Daniel Zozin, Daniele Pizzolli +2
In this paper we present Foggy, an architectural framework and software platform based on Open Source technologies. Foggy orchestrates application workload, negotiates resources an…