Task partitioning and offloading in DNN-task enabled mobile edge computing networks

M Gao, R Shen, L Shi, W Qi, J Li… - … on Mobile Computing, 2021 - ieeexplore.ieee.org
… neural network (DNN)-task enabled mobile edge computing (… of task partitioning and
offloading for a DNN-task enabled MEC network that consists of a single server and multiple mobile

Joint task partitioning and user association for latency minimization in mobile edge computing networks

M Feng, M Krunz, W Zhang - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
task partitioning and user association in an MEC system, aiming to minimize the average
latency of all users. We assume that each task can be partitioned … of task partitioning ratios and …

A novel framework for mobile-edge computing by optimizing task offloading

A Naouri, H Wu, NA Nouri, S Dhelim… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… We have introduced a greedy task graph partition offloading algorithm, where the tasks … the
network delays and the massive resulting traffic through the network, edge computing (EC) [2] …

Deep neural network task partitioning and offloading for mobile edge computing

M Gao, W Cui, D Gao, R Shen, J Li… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
… In this paper, we study a DNN task partitioning and offloading problem among multiple
mobile devices and one MEC server. To solve the challenge of jointly partitioning DNN tasks for …

Task migration with partitioning for load balancing in collaborative edge computing

S Moon, Y Lim - Applied Sciences, 2022 - mdpi.com
… In this paper, we investigated task migration with partitioning method in vehicular networks
to balance loads among MECSs in a MEC system. We considered a scenario in which the …

Joint task offloading and resource allocation for energy-constrained mobile edge computing

H Jiang, X Dai, Z Xiao, A Iyengar - … on Mobile Computing, 2022 - ieeexplore.ieee.org
… application partitioning in mobile edge and cloud computing … the task offloading problem
by combining the radio and computation resource allocation in an edge computing network to …

Joint task offloading and resource allocation for multi-server mobile-edge computing networks

TX Tran, D Pompili - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
… resources, while the authors in [14] considered the joint task offloading and resources … for
joint task offloading and resource allocation in a multi-server MECassisted network so as to …

Joint task offloading scheduling and transmit power allocation for mobile-edge computing systems

Y Mao, J Zhang, KB Letaief - … communications and networking …, 2017 - ieeexplore.ieee.org
… Sardellitti “Joint optimization of radio resources and code partitioning in mobile edge
computing,” [Online]. Available: http://arxiv.org/pdf/1307.3835v3.pdf [11] D. Huang, P. …

Offloading in mobile edge computing: Task allocation and computational frequency scaling

TQ Dinh, J Tang, QD La… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
mobile edge computing (MEC) was used to describe the service executions at a mobile base
station by IBM and Nokia Siemens Network [7… tasks, we assume that they can be partitioned

Optimal task offloading and resource allocation in mobile-edge computing with inter-user task dependency

J Yan, S Bi, YJ Zhang, M Tao - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… paradigm to enhance the computing capability of hardware-… MEC network, where each WD
has a sequence of tasks to … hand, allows a task to be partitioned and executed both locally …