Energy-aware computation offloading and transmit power allocation in ultradense IoT networks

H Guo, J Zhang, J Liu, H Zhang - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
To meet the surging demands on network throughput and spectrum resources arising with
billions of Internet-of-Things mobile devices (IMDs), ultradense networks are envisioned to …

Optimization for computational offloading in multi-access edge computing: A deep reinforcement learning scheme

J Wang, H Ke, X Liu, H Wang - Computer Networks, 2022 - Elsevier
Owing to their limited computing power and battery level, wireless users (WUs) can hardly
handle compute-intensive workflows by the local processor. Multi-access edge computing …

Lyapunov-guided deep reinforcement learning for stable online computation offloading in mobile-edge computing networks

S Bi, L Huang, H Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Opportunistic computation offloading is an effective method to improve the computation
performance of mobile-edge computing (MEC) networks under dynamic edge environment …

Dynamic task offloading and resource allocation for mobile-edge computing in dense cloud RAN

Q Zhang, L Gui, F Hou, J Chen, S Zhu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
With the unprecedented development of smart mobile devices (SMDs), eg, Internet-of-
Things devices and smartphones, various computation-intensive applications are …

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

Y Mao, J Zhang, KB Letaief - 2017 IEEE wireless …, 2017 - ieeexplore.ieee.org
Mobile-edge computing (MEC) has emerged as a prominent technique to provide mobile
services with high computation requirement, by migrating the computation-intensive tasks …

Closed-form delay-optimal computation offloading in mobile edge computing systems

X Meng, W Wang, Y Wang, VKN Lau… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC) has recently emerged as a promising technology to release
the tension between computation-intensive applications and resource-limited mobile …

Dynamic offloading strategy for delay-sensitive task in mobile-edge computing networks

L Ai, B Tan, J Zhang, R Wang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Mobile-edge computing (MEC) technology offers computing resources for mobile devices to
conduct computationally heavy activities by putting servers at the wireless mobile network's …

Energy-efficient computation offloading in mobile edge computing systems with uncertainties

T Ji, C Luo, L Yu, Q Wang, S Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Computation offloading is indispensable for mobile edge computing (MEC). It uses edge
resources to enable intensive computations and save energy for resource-constrained …

Computation offloading and resource allocation based on distributed deep learning and software defined mobile edge computing

Z Wang, T Lv, Z Chang - Computer Networks, 2022 - Elsevier
In this paper, a software defined mobile edge computing (SD-MEC) in Internet of Things
(IoT) is investigated, in which multiple IoT devices choose to offload their computation tasks …

Task offloading, load balancing, and resource allocation in MEC networks

SL Li, JB Du, DS Zhai, XL Chu, FR Yu - IET Communications, 2020 - Wiley Online Library
To prolong the time duration of smart mobile devices (SMDs) or enable low‐latency tasks,
mobile edge computing (MEC) has emerged as a promising paradigm by offloading tasks to …