A review of intelligent computation offloading in multiaccess edge computing

H Jin, MA Gregory, S Li - IEEE Access, 2022 - ieeexplore.ieee.org
… is expected to adopt intelligent scheduling with self-… the edge computing environment. To
this end, this paper provides a review on intelligent approaches in MEC computation offloading, …

Intelligent edge computing in internet of vehicles: A joint computation offloading and caching solution

Z Ning, K Zhang, X Wang, L Guo, X Hu… - … on Intelligent …, 2020 - ieeexplore.ieee.org
… an edge intelligence empowered IoV framework, which utilizes an imitation learning-enabled
solution for optimal computation offloading … a hierarchical architecture for edge intelligence …

Computation offloading toward edge computing

L Lin, X Liao, H Jin, P Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… we envision as critical drivers for the flourish of edge computing, such as real-time video
analytics, smart “things” (eg, smart city and smart home), vehicle applications, and cloud gaming…

Intelligent task prediction and computation offloading based on mobile-edge cloud computing

Y Miao, G Wu, M Li, A Ghoneim, M Al-Rakhami… - … Generation Computer …, 2020 - Elsevier
… of mobile users, offloading strategy of simple edge computing is no longer applicable …
intelligent computation offloading based MEC architecture in combination with artificial intelligence

Intelligent task offloading in vehicular edge computing networks

H Guo, J Liu, J Ren, Y Zhang - IEEE Wireless Communications, 2020 - ieeexplore.ieee.org
… burden can be greatly eased via MEC offloading. However, existing task offloading schemes
… Toward this end, we design an intelligent task offloading scheme based on deep Q learning…

Intelligent offloading in multi-access edge computing: A state-of-the-art review and framework

B Cao, L Zhang, Y Li, D Feng… - IEEE Communications …, 2019 - ieeexplore.ieee.org
intelligent computing. Introducing intelligence computation, MEC is expected to make the
edge … -adaptation, thereby forming an augmented intelligence (AI) decision making system in …

User-centric computation offloading for edge computing

X Deng, Z Sun, D Li, J Luo… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… We designed a user-centric computational offloading model to minimize the weighted …
edge computing server in the area, and multiple users hold smart device and initiate task offload

Computation offloading in edge computing environments using artificial intelligence techniques

G Carvalho, B Cabral, V Pereira… - … of Artificial Intelligence, 2020 - Elsevier
… a literature review on computation offloading in EC systems … current approaches for computing
offloading coordination We … AI for offloading, in particular, in the use case of offloading in …

Toward computation offloading in edge computing: A survey

C Jiang, X Cheng, H Gao, X Zhou, J Wan - IEEE Access, 2019 - ieeexplore.ieee.org
… on edge-cloud collaboration for computation offloading in section 3. We evaluate the work on
decision making of computation offloading in … in the computation offloading on smart mobile …

An energy-aware computation offloading method for smart edge computing in wireless metropolitan area networks

X Xu, Y Li, T Huang, Y Xue, K Peng, L Qi… - … of Network and Computer …, 2019 - Elsevier
computation offloading method In the second section, the smart edge computing offloading
… In this section, we mainly encode the smart edge computing offloading model, then optimize …