SPARC: Spatio-Temporal Adaptive Resource Control for Multi-site Spectrum Management in NextG Cellular Networks

U Ghosh, A Chiejina, N Stephenson, VK Shah… - Proceedings of the …, 2024 - dl.acm.org
This work presents SPARC (Spatio-Temporal Adaptive Resource Control), a novel approach
for multi-site spectrum management in NextG cellular networks. SPARC addresses the …

BeamArmor: Seamless Anti-Jamming in 5G Cellular Networks with MIMO Null-steering

FJ Zumegen, IK Jain, D Bharadia - … of the 25th International Workshop on …, 2024 - dl.acm.org
Jamming attacks pose a serious threat to the normal functioning of cellular networks,
disrupting communication services and compromising emergency situations. This paper …

CLOVER: Carbon Optimization of Federated Learning over Heterogeneous Clients

C Cho, Y Son, S Park, YG Kim - Proceedings of the 29th ACM/IEEE …, 2024 - dl.acm.org
Federated Learning (FL) is a decentralized approach to train a DNN model without sharing
the on-device training samples with a cloud server. Although FL is a practical solution to …

GreenScale: Carbon-Aware Systems for Edge Computing

YG Kim, U Gupta, A McCrabb, Y Son… - arXiv preprint arXiv …, 2023 - arxiv.org
To improve the environmental implications of the growing demand of computing, future
applications need to improve the carbon-efficiency of computing infrastructures. State-of-the …