AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives

GK Walia, M Kumar, SS Gill - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …

A taxonomy and survey of edge cloud computing for intelligent transportation systems and connected vehicles

P Arthurs, L Gillam, P Krause, N Wang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Recent advances in smart connected vehicles and Intelligent Transportation Systems (ITS)
are based upon the capture and processing of large amounts of sensor data. Modern …

Toward edge intelligence: Multiaccess edge computing for 5G and Internet of Things

Y Liu, M Peng, G Shou, Y Chen… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
To satisfy the increasing demand of mobile data traffic and meet the stringent requirements
of the emerging Internet-of-Things (IoT) applications such as smart city, healthcare, and …

[HTML][HTML] All one needs to know about fog computing and related edge computing paradigms: A complete survey

A Yousefpour, C Fung, T Nguyen, K Kadiyala… - Journal of Systems …, 2019 - Elsevier
Abstract With the Internet of Things (IoT) becoming part of our daily life and our environment,
we expect rapid growth in the number of connected devices. IoT is expected to connect …

Computation offloading toward edge computing

L Lin, X Liao, H Jin, 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 …

Toward enabled industrial verticals in 5G: A survey on MEC-based approaches to provisioning and flexibility

F Spinelli, V Mancuso - IEEE Communications Surveys & …, 2020 - ieeexplore.ieee.org
The increasing number of heterogeneous devices connected to the Internet, together with
tight 5G requirements have generated new challenges for designing network infrastructures …

Survey on multi-access edge computing for internet of things realization

P Porambage, J Okwuibe, M Liyanage… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) has recently advanced from an experimental technology to what
will become the backbone of future customer value for both product and service sector …

A tutorial survey on vehicular communication state of the art, and future research directions

PK Singh, SK Nandi, S Nandi - Vehicular Communications, 2019 - Elsevier
Vehicular communication enables a variety of safety, infotainment, mobility, and
environmental applications. Vehicular communication is one of the leading research areas …

A survey on application of machine learning for Internet of Things

L Cui, S Yang, F Chen, Z Ming, N Lu, J Qin - International Journal of …, 2018 - Springer
Abstract Internet of Things (IoT) has become an important network paradigm and there are
lots of smart devices connected by IoT. IoT systems are producing massive data and thus …

A review of fog computing and machine learning: concepts, applications, challenges, and open issues

KH Abdulkareem, MA Mohammed… - Ieee …, 2019 - ieeexplore.ieee.org
Systems based on fog computing produce massive amounts of data; accordingly, an
increasing number of fog computing apps and services are emerging. In addition, machine …