5 citations · 5 across the 3 of their papers we have counts for
4 papers
Decentralized Edge Caching under Budget and Storage Constraints: A Game-Theoretic Approach
Hamta Sedghani, Zahra Seyedi, Mauro Passacantando +1
The rapid growth of mobile social networks (MSNs) has significantly increased the demand for low-latency and reliable content delivery, motivating the deployment of edge caching sy…
Federated Reinforcement Learning for Runtime Optimization of AI Applications in Smart Eyewears
Hamta Sedghani, Abednego Wamuhindo Kambale, Federica Filippini +3
Extended reality technologies are transforming fields such as healthcare, entertainment, and education, with Smart Eye-Wears (SEWs) and Artificial Intelligence (AI) playing a cruci…
OSCAR-P and aMLLibrary: Profiling and Predicting the Performance of FaaS-based Applications in Computing Continua
Roberto Sala, Bruno Guindani, Enrico Galimberti +6
This paper proposes an automated framework for efficient application profiling and training of Machine Learning (ML) performance models, composed of two parts: OSCAR-P and aMLLibra…
Efficient Parameter Tuning for a Structure-Based Virtual Screening HPC Application
Bruno Guindani, Davide Gadioli, Roberto Rocco +2
Virtual screening applications are highly parameterized to optimize the balance between quality and execution performance. While output quality is critical, the entire screening pr…