[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 of recent advances in edge-computing-powered artificial intelligence of things

Z Chang, S Liu, X Xiong, Z Cai… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has created a ubiquitously connected world powered by a
multitude of wired and wireless sensors generating a variety of heterogeneous data over …

Mobile edge computing: A survey

N Abbas, Y Zhang, A Taherkordi… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Mobile edge computing (MEC) is an emergent architecture where cloud computing services
are extended to the edge of networks leveraging mobile base stations. As a promising edge …

Internet of Things (IoT), mobile cloud, cloudlet, mobile IoT, IoT cloud, fog, mobile edge, and edge emerging computing paradigms: Disambiguation and research …

H Elazhary - Journal of network and computer applications, 2019 - Elsevier
Currently, we are experiencing a technological shift, which is expected to change the way
we program and interact with the world. Cloud computing and mobile computing are two …

Comparison of edge computing implementations: Fog computing, cloudlet and mobile edge computing

K Dolui, SK Datta - 2017 Global Internet of Things Summit …, 2017 - ieeexplore.ieee.org
When it comes to storage and computation of large scales of data, Cloud Computing has
acted as the de-facto solution over the past decade. However, with the massive growth in …

A hierarchical edge cloud architecture for mobile computing

L Tong, Y Li, W Gao - IEEE INFOCOM 2016-The 35th Annual …, 2016 - ieeexplore.ieee.org
The performance of mobile computing would be significantly improved by leveraging cloud
computing and migrating mobile workloads for remote execution at the cloud. In this paper …

A survey on network methodologies for real-time analytics of massive IoT data and open research issues

S Verma, Y Kawamoto, ZM Fadlullah… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
With the widespread adoption of the Internet of Things (IoT), the number of connected
devices is growing at an exponential rate, which is contributing to ever-increasing, massive …

Ai-based mobile edge computing for iot: Applications, challenges, and future scope

A Singh, SC Satapathy, A Roy, A Gutub - Arabian Journal for Science and …, 2022 - Springer
New technology is needed to meet the latency and bandwidth issues present in cloud
computing architecture specially to support the currency of 5G networks. Accordingly, mobile …

On the edge of the deployment: A survey on multi-access edge computing

P Cruz, N Achir, AC Viana - ACM Computing Surveys, 2022 - dl.acm.org
Multi-Access Edge Computing (MEC) attracts much attention from the scientific community
due to its scientific, technical, and commercial implications. In particular, the European …

Dynamic energy-aware cloudlet-based mobile cloud computing model for green computing

K Gai, M Qiu, H Zhao, L Tao, Z Zong - Journal of network and computer …, 2016 - Elsevier
Employing mobile cloud computing (MCC) to enable mobile users to acquire benefits of
cloud computing by an environmental friendly method is an efficient strategy for meeting …