Task offloading strategies for mobile edge computing: A survey

S Dong, J Tang, K Abbas, R Hou, J Kamruzzaman… - Computer Networks, 2024 - Elsevier
With the wide adoption of 5G technology and the rapid development of 6G technology, a
variety of new applications have emerged. A multitude of compute-intensive and time …

Efficient offloading for minimizing task computation delay of NOMA-based multiaccess edge computing

B Zhu, K Chi, J Liu, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has been one promising solution to reduce the
computation delay of wireless devices. Due to the high spectrum efficiency of non …

LiMPO: Lightweight mobility prediction and offloading framework using machine learning for mobile edge computing

SK Zaman, AI Jehangiri, T Maqsood, N Haq, AI Umar… - Cluster …, 2023 - Springer
Several applications have emerged with the proliferation of mobile devices to provide
communication, learning, social networking, entertainment, and community computing …

Learning based energy efficient task offloading for vehicular collaborative edge computing

P Qin, Y Fu, G Tang, X Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Extensive delay-sensitive and computation-intensive tasks are involved in emerging
vehicular applications. These tasks can hardly be all processed by the resource constrained …

Collaboration as a service: Digital-twin-enabled collaborative and distributed autonomous driving

Y Hui, X Ma, Z Su, N Cheng, Z Yin… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Collaborative driving can significantly reduce the computation offloading from autonomous
vehicles (AVs) to edge computing devices (ECDs) and the computation cost of each AV …

Service caching based aerial cooperative computing and resource allocation in multi-UAV enabled MEC systems

G Zheng, C Xu, M Wen, X Zhao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Service caching refers to caching the necessary programs or/and the related databases for
performing computational tasks at edge servers, which has been considered to save both …

Optimal task offloading and resource allocation for C-NOMA heterogeneous air-ground integrated power Internet of Things networks

P Qin, Y Fu, X Zhao, K Wu, J Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
By combining information communication technology with power grid, the smart grid-
oriented Power Internet of Things (PIoT) has become a critical technology to guarantee the …

COME-UP: Computation offloading in mobile edge computing with LSTM based user direction prediction

SKU Zaman, AI Jehangiri, T Maqsood, AI Umar… - Applied Sciences, 2022 - mdpi.com
In mobile edge computing (MEC), mobile devices limited to computation and memory
resources offload compute-intensive tasks to nearby edge servers. User movement causes …

Computation offloading and resource allocation in NOMA–MEC: A deep reinforcement learning approach

C Shang, Y Sun, H Luo… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Multiaccess edge computing has emerged as a powerful paradigm for increasing the
computation performance of mobile devices (MDs). Applying nonorthogonal multiple access …

Non-orthogonal multiple access assisted secure computation offloading via cooperative jamming

Y Wu, G Ji, T Wang, L Qian, B Lin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate non-orthogonal multiple access (NOMA) assisted secure
computation offloading under the eavesdropping-attack, in which a malicious node …