Energy Efficient Communication and Computation Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3011167
Abstract: Multi-access edge computing (MEC) enables mobile users to offload their computation tasks to the server located at the edge of the cellular network. Thereby, MEC prolongs the battery lifespan of mobile devices and significantly enhances… read more here.
Keywords: efficient communication; cellular network; energy efficient; embb urllc ... See more keywords
US-Byte: An Efficient Communication Framework for Scheduling Unequal-Sized Tensor Blocks in Distributed Deep Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2023.3331372
Abstract: The communication bottleneck severely constrains the scalability of distributed deep learning, and efficient communication scheduling accelerates distributed DNN training by overlapping computation and communication tasks. However, existing approaches based on tensor partitioning are not efficient… read more here.
Keywords: tensor; tensor blocks; communication framework; communication ... See more keywords