172 citations · 179 across the 4 of their papers we have counts for
4 papers
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…
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…
Service Provider DevOps network capabilities and tools
Rebecca Steinert, Wolfgang John, Pontus Sköldström +21
This report provides an understanding of how the UNIFY Service Provider (SP)-DevOps concept can be applied and integrated with a combined cloud and transport network NFV architectu…
Research Directions in Network Service Chaining
Wolfgang John, Kostas Pentikousis, George Agapiou +7
Network Service Chaining (NSC) is a service deployment concept that promises increased flexibility and cost efficiency for future carrier networks. NSC has received considerable at…