TDMA-NOMA Based Computation Offloading for Cognitive Capacity Harvesting Networks With Transmission Order Optimization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2022.3188841
Abstract: In this paper, we investigate the resource allocation of mobile edge computing (MEC) in cognitive capacity harvesting networks (CCHNs) when non-orthogonal multiple-access (NOMA) technique is adopted. Different from traditional studies for NOMA-MEC networks, we aim… read more here.
Keywords: noma; transmission order; transmission; order optimization ... See more keywords
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3214122
Abstract: Federated learning (FL), as an emerging edge artificial intelligence paradigm, enables many edge devices to collaboratively train a global model without sharing their private data. To enhance the training efficiency of FL, various algorithms have… read more here.
Keywords: federated learning; fedzo; order optimization; order ... See more keywords