Multiobjective oriented task scheduling in heterogeneous mobile edge computing networks

J Li, Y Shang, M Qin, Q Yang, N Cheng… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
6G wireless networks have raised increasing attention with computation-sensitive services
such as AI Internet of things (AIoT) and mobile augmented reality/virtual reality (AR/VR) …

An approach of multi-objective computing task offloading scheduling based NSGS for IOV in 5G

J Zhang, M Piao, D Zhang, T Zhang, W Dong - Cluster Computing, 2022 - Springer
As a new technology, Internet of Vehicles (IoV) needs high bandwidth and low delay.
However, the current on-board mobile terminal equipment cannot meet the needs of the IoV …

HetMEC: Latency-optimal task assignment and resource allocation for heterogeneous multi-layer mobile edge computing

P Wang, Z Zheng, B Di, L Song - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Driven by great demands on low-latency services of the edge devices (EDs), mobile edge
computing (MEC) has been proposed to enable the computing capacities at the edge of the …

Deep reinforcement learning-based computation offloading for 5G vehicle-aware multi-access edge computing network

Z Wu, D Yan - China Communications, 2021 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is one of the key technologies of the future 5G network.
By deploying edge computing centers at the edge of wireless access network, the …

Dynamic priority-based computation scheduling and offloading for interdependent tasks: Leveraging parallel transmission and execution

R Chai, M Li, T Yang, Q Chen - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) has recently emerged as an effective paradigm to enhance
the computing capability of capability-limited mobile devices (MDs). In this article, we …

Efficient computation offloading in multi-tier multi-access edge computing systems: A particle swarm optimization approach

LNT Huynh, QV Pham, XQ Pham, TDT Nguyen… - Applied Sciences, 2019 - mdpi.com
In recent years, multi-access edge computing (MEC) has become a promising technology
used in 5G networks based on its ability to offload computational tasks from mobile devices …

Efficient multi-vehicle task offloading for mobile edge computing in 6g networks

Y Chen, F Zhao, X Chen, Y Wu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the development of 6G wireless communication technologies, various resource-
intensive and delay-sensitive vehicle application tasks are generated. These application …

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
Mobile edge computing (MEC) is a promising solution to support emerging delay-sensitive
mobile applications, such as self-driving, augment/virtual reality, and various Internet of …

Load balancing of double queues and utility-workload tradeoff in heterogeneous mobile edge computing

X Dong, Z Di, L Wang, Q Yao, G Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a popular service paradigm by which mobile devices can
offload their latency-sensitive and computation-intensive workloads to edge servers. The …

User scheduling and task offloading in multi-tier computing 6G vehicular network

H Zhang, L Feng, X Liu, K Long… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Many real-time application scenarios are developed in 6G communications. Driven by the
low-latency data processing requirements, multi-tier computing has become an important …