41 citations · 63 across the 8 of their papers we have counts for
11 papers
Autonomy in Check: Governor-Mediated Adaptive Security at the Edge
Ijaz Ahmad, Flavio Esposito, Erkki Harjula
Adaptive security at the network edge increasingly relies on automated planners, including rule-based controllers, learned policies, and LLM-assisted agents, that translate observa…
Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning
Gabriele Castellano, Juan-José Nieto, Jordi Luque +6
Many real-time applications (e.g., Augmented/Virtual Reality, cognitive assistance) rely on Deep Neural Networks (DNNs) to process inference tasks. Edge computing is considered a k…
Privacy and Efficiency of Communications in Federated Split Learning
Zongshun Zhang, Andrea Pinto, Valeria Turina +2
Everyday, large amounts of sensitive data is distributed across mobile phones, wearable devices, and other sensors. Traditionally, these enormous datasets have been processed on a…
Exploring Vibration-Defined Networking
John Pasquesi, Flavio Esposito, Gianluca Davoli +1
The network management community has explored and exploited light, copper, and several wireless spectra (including acoustics) as a medium to transfer control or data traffic. Meanw…
A Constrained Shortest Path Scheme for Virtual Network Service Management
Dmitrii Chemodanov, Flavio Esposito, Prasad Calyam +1
Virtual network services that span multiple data centers are important to support emerging data-intensive applications in fields such as bioinformatics and retail analytics. Succes…
Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives
Jianyu Wang, Jianli Pan, Flavio Esposito +3
Mobile devices supporting the "Internet of Things" (IoT), often have limited capabilities in computation, battery energy, and storage space, especially to support resource-intensiv…
A Distributed Architecture for Edge Service Orchestration with Guarantees
Gabriele Castellano, Flavio Esposito, Fulvio Risso
The Network Function Virtualization paradigm is attracting the interest of service providers, that may greatly benefit from its flexibility and scalability properties. However, the…
Hyperprofile-based Computation Offloading for Mobile Edge Networks
Andrew Crutcher, Caleb Koch, Kyle Coleman +3
In recent studies, researchers have developed various computation offloading frameworks for bringing cloud services closer to the user via edge networks. Specifically, an edge devi…
A General Constrained Shortest Path Approach for Virtual Path Embedding
Dmitrii Chemodanov, Prasad Calyam, Flavio Esposito +1
Network virtualization has become a fundamental technology to deliver services for emerging data-intensive applications in fields such as bioinformatics and retail analytics hosted…
An Alloy Verification Model for Consensus-Based Auction Protocols
Saber Mirzaei, Flavio Esposito
Max Consensus-based Auction (MCA) protocols are an elegant approach to establish conflict-free distributed allocations in a wide range of network utility maximization problems. A s…
A Decomposition-based Architecture for Distributed Virtual Network Embedding
Flavio Esposito, Ibrahim Matta
Network protocols have historically been developed on an ad-hoc basis, and cloud computing is no exception. A fundamental management protocol, not yet standardized, that cloud prov…