[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 …

Tinyml meets iot: A comprehensive survey

L Dutta, S Bharali - Internet of Things, 2021 - Elsevier
The rapid growth in miniaturization of low-power embedded devices and advancement in
the optimization of machine learning (ML) algorithms have opened up a new prospect of the …

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 …

An empirical study on system level aspects of Internet of Things (IoT)

SN Swamy, SR Kota - IEEE Access, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is an integration of the Sensor, Embedded, Computing, and
Communication technologies. The purpose of the IoT is to provide seamless services to …

How can edge computing benefit from software-defined networking: A survey, use cases, and future directions

AC Baktir, A Ozgovde, C Ersoy - IEEE Communications Surveys …, 2017 - ieeexplore.ieee.org
A novel paradigm that changes the scene for the modern communication and computation
systems is the Edge Computing. It is not a coincidence that terms like Mobile Cloud …

Autonomous vehicles enabled by the integration of IoT, edge intelligence, 5G, and blockchain

A Biswas, HC Wang - Sensors, 2023 - mdpi.com
The wave of modernization around us has put the automotive industry on the brink of a
paradigm shift. Leveraging the ever-evolving technologies, vehicles are steadily …

Fog computing: a comprehensive architectural survey

P Habibi, M Farhoudi, S Kazemian, S Khorsandi… - IEEE …, 2020 - ieeexplore.ieee.org
Fog computing is an emerging technology to address computing and networking bottlenecks
in large scale deployment of IoT applications. It is a promising complementary computing …

Cyber-physical-social systems: A state-of-the-art survey, challenges and opportunities

Y Zhou, FR Yu, J Chen, Y Kuo - IEEE Communications Surveys …, 2019 - ieeexplore.ieee.org
It is the overriding trend of the present-day world that traditional systems and mobile devices
are currently transforming into intelligent systems and smart devices. Against this backdrop …

Edge computing: current trends, research challenges and future directions

G Carvalho, B Cabral, V Pereira, J Bernardino - Computing, 2021 - Springer
The edge computing (EC) paradigm brings computation and storage to the edge of the
network where data is both consumed and produced. This variation is necessary to cope …

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 …