Computation offloading toward edge computing

L Lin, X Liao, H **, P Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
We are living in a world where massive end devices perform computing everywhere and
everyday. However, these devices are constrained by the battery and computational …

Next generation cloud computing: New trends and research directions

B Varghese, R Buyya - Future Generation Computer Systems, 2018 - Elsevier
The landscape of cloud computing has significantly changed over the last decade. Not only
have more providers and service offerings crowded the space, but also cloud infrastructure …

Intelligent delay-aware partial computing task offloading for multiuser industrial Internet of Things through edge computing

X Deng, J Yin, P Guan, NN **ong… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The development of Industrial Internet of Things (IIoT) and Industry 4.0 has completely
changed the traditional manufacturing industry. Intelligent IIoT technology usually involves a …

A game-theoretical approach for user allocation in edge computing environment

Q He, G Cui, X Zhang, F Chen, S Deng… - … on Parallel and …, 2019 - ieeexplore.ieee.org
Edge Computing provides mobile and Internet-of-Things (IoT) app vendors with a new
distributed computing paradigm which allows an app vendor to deploy its app at hired edge …

A novel framework for mobile-edge computing by optimizing task offloading

A Naouri, H Wu, NA Nouri, S Dhelim… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the emergence of mobile computing offloading paradigms, such as mobile-edge
computing (MEC), many Internet of Things applications can take advantage of the computing …

Computation offloading and resource allocation in wireless cellular networks with mobile edge computing

C Wang, C Liang, FR Yu, Q Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Mobile edge computing has risen as a promising technology for augmenting the
computational capabilities of mobile devices. Meanwhile, in-network caching has become a …

Multiobjective optimization for computation offloading in fog computing

L Liu, Z Chang, X Guo, S Mao… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Fog computing system is an emergent architecture for providing computing, storage, control,
and networking capabilities for realizing Internet of Things. In the fog computing system, the …

Joint optimization of caching, computing, and radio resources for fog-enabled IoT using natural actor–critic deep reinforcement learning

Y Wei, FR Yu, M Song, Z Han - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
The cloud-based Internet of Things (IoT) develops rapidly but suffer from large latency and
backhaul bandwidth requirement, the technology of fog computing and caching has …

Toward computation offloading in edge computing: A survey

C Jiang, X Cheng, H Gao, X Zhou, J Wan - IEEE Access, 2019 - ieeexplore.ieee.org
The explosive growth of massive data generation from Internet of Things in industrial,
agricultural and scientific communities has led to a rapid increase for data analytics in cloud …

Multi-objective workflow scheduling with deep-Q-network-based multi-agent reinforcement learning

Y Wang, H Liu, W Zheng, Y **a, Y Li, P Chen… - IEEE …, 2019 - ieeexplore.ieee.org
Cloud Computing provides an effective platform for executing large-scale and complex
workflow applications with a pay-as-you-go model. Nevertheless, various challenges …