[HTML][HTML] Edge AI: a survey

R Singh, SS Gill - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
Artificial Intelligence (AI) at the edge is the utilization of AI in real-world devices. Edge AI
refers to the practice of doing AI computations near the users at the network's edge, instead …

A survey on mobile edge computing: The communication perspective

Y Mao, C You, J Zhang, K Huang… - … surveys & tutorials, 2017 - ieeexplore.ieee.org
Driven by the visions of Internet of Things and 5G communications, recent years have seen
a paradigm shift in mobile computing, from the centralized mobile cloud computing toward …

Edge server placement in mobile edge computing

S Wang, Y Zhao, J Xu, J Yuan, CH Hsu - Journal of Parallel and Distributed …, 2019 - Elsevier
With the rapid increase in the development of the Internet of Things and 5G networks in the
smart city context, a large amount of data (ie, big data) is expected to be generated, resulting …

Fog computing security: a review of current applications and security solutions

S Khan, S Parkinson, Y Qin - Journal of Cloud Computing, 2017 - Springer
Fog computing is a new paradigm that extends the Cloud platform model by providing
computing resources on the edges of a network. It can be described as a cloud-like platform …

Optimal cloudlet placement and user to cloudlet allocation in wireless metropolitan area networks

M Jia, J Cao, W Liang - IEEE Transactions on Cloud …, 2015 - ieeexplore.ieee.org
Mobile applications are becoming increasingly computation-intensive, while the computing
capability of portable mobile devices is limited. A powerful way to reduce the completion …

Resource management in clouds: Survey and research challenges

B Jennings, R Stadler - Journal of Network and Systems Management, 2015 - Springer
Resource management in a cloud environment is a hard problem, due to: the scale of
modern data centers; the heterogeneity of resource types and their interdependencies; the …

Mobile edge cloud network design optimization

A Ceselli, M Premoli, S Secci - IEEE/ACM Transactions on …, 2017 - ieeexplore.ieee.org
Major interest is currently given to the integration of clusters of virtualization servers, also
referred to ascloudlets' oredge clouds', into the access network to allow higher performance …

Efficient algorithms for capacitated cloudlet placements

Z Xu, W Liang, W Xu, M Jia… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Mobile cloud computing is emerging as a main ubiquitous computing platform to provide rich
cloud resources for various applications of mobile devices. Although most existing studies in …

Distributed multiuser computation offloading for cloudlet-based mobile cloud computing: A game-theoretic machine learning approach

H Cao, J Cai - IEEE Transactions on Vehicular Technology, 2017 - ieeexplore.ieee.org
In this paper, we investigate the problem of multiuser computation offloading for cloudlet-
based mobile cloud computing in a multichannel wireless contention environment. The …

Toward hierarchical mobile edge computing: An auction-based profit maximization approach

A Kiani, N Ansari - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
The multitiered concept of Internet of Things (IoT) devices, cloudlets, and clouds is
facilitating a user-centric IoT. However, in such three tier network, it is still desirable to …