Junkyard computing: Repurposing discarded smartphones to minimize carbon

J Switzer, G Marcano, R Kastner… - Proceedings of the 28th …, 2023 - dl.acm.org
1.5 billion smartphones are sold annually, and most are decommissioned less than two
years later. Most of these unwanted smartphones are neither discarded nor recycled but …

Efficient, Scalable, and Sustainable DNN Training on SoC-Clustered Edge Servers

M Xu, D Xu, C Lou, L Zhang, G Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the realm of industrial edge computing, a novel server architecture known as SoC-Cluster,
characterized by its aggregation of numerous mobile systems-on-chips (SoCs), has …

SoCFlow: Efficient and Scalable DNN Training on SoC-Clustered Edge Servers

D Xu, M Xu, C Lou, L Zhang, G Huang, X Jin… - Proceedings of the 29th …, 2024 - dl.acm.org
SoC-Cluster, a novel server architecture composed of massive mobile system-on-chips
(SoCs), is gaining popularity in industrial edge computing due to its energy efficiency and …