Mobile edge computing in space-air-ground integrated networks: Architectures, key technologies and challenges

Y Qiu, J Niu, X Zhu, K Zhu, Y Yao, B Ren… - Journal of Sensor and …, 2022 - mdpi.com
Space-air-ground integrated networks (SAGIN) provide seamless global coverage and cross-
domain interconnection for the ubiquitous users in heterogeneous networks, which greatly …

Comprehensive Survey on Reinforcement Learning-Based Task Offloading Techniques in Aerial Edge Computing

A Nabi, T Baidya, S Moh - Internet of Things, 2024 - Elsevier
Aerial edge computing (AEC) has emerged as a pivotal platform offering low-latency
computation services, seamless deployability, rapid operationality, and high maneuverability …

Failure-aware resource provisioning for hybrid computation offloading in cloud-assisted edge computing using gravity reference approach

MI Khaleel - Swarm and Evolutionary Computation, 2024 - Elsevier
This paper tackles the challenges of computation offloading in the cloud–edge paradigm.
Although many solutions exist for enhancing the server's computational and communication …

Satellite-based ITS data offloading & computation in 6G networks: A cooperative multi-agent proximal policy optimization DRL with attention approach

SS Hassan, YM Park, YK Tun, W Saad… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The proliferation of intelligent transportation systems (ITS) has led to increasing demand for
diverse network applications. However, conventional terrestrial access networks (TANs) are …

A task offloading algorithm using multi-objective optimization under hybrid mode in mobile edge computing

H Hou, Z Chai, X Liu, Y Li, Y Zeng - Mobile Networks and Applications, 2023 - Springer
In mobile edge computing (MEC), edge clients have the capability to offload their computing
tasks to edge servers or other edge clients, aiming to reduce their energy consumption and …

Vehicular Edge Computing in Satellite-Terrestrial Integrated Networks

C Li, B Shang, J Feng, L Liu… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Internet of Vehicles (IoV) supported by terrestrial networks can satisfy the necessities of
multiple computation-intensive applications. However, current terrestrial networks and …

Multi-Task Computation Offloading Based On Evolutionary Multi-Objective Optimization in Industrial Internet of Things

ZY Chai, YJ Zhao, YL Li - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
The development of Industrial Internet of Things (IIoT) has completely changed traditional
manufacturing industry. Industrial equipments with limited resources often cannot meet the …

Dependency-Aware Task Offloading and Resource Allocation for Maritime Ultrareliable Applications

X Su, X Fang, L Lu, Z Wang - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
Compared to terrestrial networks, maritime networks lack centralized infrastructure, and
tasks within maritime ultrareliable applications are interdependent, complicating task …

A multi-objective optimization method for latency-sensitive applications in MEC-enabled smart campus using SMS-EMOA

H Wang, K Peng, B Zhao - International Conference on Mobile Networks …, 2022 - Springer
Abstract The Internet of Things (IoT) enables all devices to sense, communicate, which has
given rise to the evolution of traditional educational planning. Benefiting from this revolution …

Edge-cloud collaborative computation offloading for federated learning in smart city

K Peng, H Zhang, B Zhao, P Liu - … , Intl Conf on Cloud and Big …, 2022 - ieeexplore.ieee.org
With the continuous transformation and development of information technologies, the smart
city is becoming a promising paradigm to deal with the enormous network data. Among …