A distributed game-theoretic framework for joint task offloading and service caching in STINs, providing provable equilibrium guarantees is developed, formulated as a non-cooperative stochastic game among IoT devices that autonomously determine their computing, association, and satellite caching strategies.
Filothei Linardatou, Maria Diamanti, E. Tsiropoulou et al.· IEEE Open Journal of the Com...· 0 citations
Over-the-Air Computation (AirComp) Federated Learning (FL) is actively studied as a communication-efficient technique for distributed Artificial Intelligence (AI) model training. To mitigate the impact of wireless channels on the aggregated global model while addressing client energy sustainability, recent efforts have...
Stefanos Voikos, P. Charatsaris, Maria Diamanti et al.· IEEE Transactions on Wireles...· 0 citations
The rapid development and scaling of mobile telecommunications networks, together with related domains such as the edge-cloud continuum have raised significant concerns regarding energy consumption and environmental sustainability. Addressing these concerns requires a focus on CPU energy consumption, as CPUs are among...
M. Akbari, R. Bolla, R. Bruschi et al.· IEEE Conference on Network S...· 0 citations
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