Towards carbon-neutral edge computing: Greening edge AI by harnessing spot and future carbon markets

H Ma, Z Zhou, X Zhang, X Chen - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Provisioning dynamic machine learning (ML) inference as a service for artificial intelligence
(AI) applications of edge devices faces many challenges, including the tradeoff among …

DNN Partition and Offloading Strategy with Improved Particle Swarm Genetic Algorithm in VEC

C Li, L Chai, K Jiang, Y Zhang, J Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is a novel computing paradigm, which is designed to
satisfy the growing computation and communication needs of vehicle systems. With the …

Multi-objective task offloading optimization in fog computing environment using INSCSA algorithm

AF Fard, MM Ardakani, K Mirzaie - Cluster Computing, 2024 - Springer
The presence of limitations such as processing and energy in many of end devices has
resulted in task offloading to other sources. To address these limitations, offloading can be …

Modeling the Green Cloud Continuum: integrating energy considerations into Cloud–Edge models

YS Patel, P Townend, A Singh, PO Östberg - Cluster Computing, 2024 - Springer
The energy consumption of Cloud–Edge systems is becoming a critical concern
economically, environmentally, and societally; some studies suggest data centers and …