A survey on computation offloading modeling for edge computing

H Lin, S Zeadally, Z Chen, H Labiod, L Wang - Journal of Network and …, 2020 - Elsevier
As a promising technology, edge computing extends computation, communication, and
storage facilities toward the edge of a network. This new computing paradigm opens up new …

Mobile edge computing enabled 5G health monitoring for Internet of medical things: A decentralized game theoretic approach

Z Ning, P Dong, X Wang, X Hu, L Guo… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
The prompt evolution of Internet of Medical Things (IoMT) promotes pervasive in-home
health monitoring networks. However, excessive requirements of patients result in …

Generative adversarial networks: A literature review

J Cheng, Y Yang, X Tang, N Xiong… - KSII Transactions on …, 2020 - koreascience.kr
Abstract The Generative Adversarial Networks, as one of the most creative deep learning
models in recent years, has achieved great success in computer vision and natural …

Profit-maximized collaborative computation offloading and resource allocation in distributed cloud and edge computing systems

H Yuan, MC Zhou - IEEE Transactions on Automation Science …, 2020 - ieeexplore.ieee.org
Edge computing is a new architecture to provide computing, storage, and networking
resources for achieving the Internet of Things. It brings computation to the network edge in …

A deep reinforcement learning based offloading game in edge computing

Y Zhan, S Guo, P Li, J Zhang - IEEE Transactions on Computers, 2020 - ieeexplore.ieee.org
Edge computing is a new paradigm to provide strong computing capability at the edge of
pervasive radio access networks close to users. A critical research challenge of edge …

A QoS-aware virtual machine scheduling method for energy conservation in cloud-based cyber-physical systems

L Qi, Y Chen, Y Yuan, S Fu, X Zhang, X Xu - World Wide Web, 2020 - Springer
Nowadays, with the development of cyber-physical systems (CPS), there are an increasing
amount of applications deployed in the CPS to connect cyber space with physical world …

Novel method of mobile edge computation offloading based on evolutionary game strategy for IoT devices

Y Cui, D Zhang, T Zhang, L Chen, M Piao… - AEU-International Journal …, 2020 - Elsevier
Due to the limited computing resources and energy of IoT devices, complex computing tasks
are offloaded to sufficient computing servers, such as Cloud Center. However, offloading …

Multi-agent reinforcement learning for resource allocation in IoT networks with edge computing

X Liu, J Yu, Z Feng, Y Gao - China Communications, 2020 - ieeexplore.ieee.org
To support popular Internet of Things (IoT) applications such as virtual reality and mobile
games, edge computing provides a front-end distributed computing archetype of centralized …

Delay-aware computation offloading in NOMA MEC under differentiated uploading delay

M Sheng, Y Dai, J Liu, N Cheng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In mobile edge computing (MEC), the computation offloading of massive users could cause
the task uploading congestion to deteriorate the users' offloading delay. The non-orthogonal …

A Bayesian Q-Learning Game for Dependable Task Offloading Against DDoS Attacks in Sensor Edge Cloud

J Liu, X Wang, S Shen, G Yue, S Yu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
To enhance dependable resource allocation against increasing distributed denial-of-service
(DDoS) attacks, in this article, we investigate interactions between a sensor device-edgeVM …