Context-aware computing, learning, and big data in internet of things: a survey

OB Sezer, E Dogdu… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Internet of Things (IoT) has been growing rapidly due to recent advancements in
communications and sensor technologies. Meanwhile, with this revolutionary transformation …

Fog computing and the internet of things: A review

HF Atlam, RJ Walters, GB Wills - big data and cognitive computing, 2018 - mdpi.com
With the rapid growth of Internet of Things (IoT) applications, the classic centralized cloud
computing paradigm faces several challenges such as high latency, low capacity and …

Cognitive internet of things: a new paradigm beyond connection

Q Wu, G Ding, Y Xu, S Feng, Z Du… - IEEE Internet of …, 2014 - ieeexplore.ieee.org
Current research on Internet of Things (IoT) mainly focuses on how to enable general
objects to see, hear, and smell the physical world for themselves, and make them connected …

Edge and fog computing enabled AI for IoT-an overview

Z Zou, Y Jin, P Nevalainen, Y Huan… - … Circuits and Systems …, 2019 - ieeexplore.ieee.org
In recent years, Artificial Intelligence (AI) has been widely deployed in a variety of business
sectors and industries, yielding numbers of revolutionary applications and services that are …

From data to actionable knowledge: Big data challenges in the web of things [Guest Editors' Introduction]

P Barnaghi, A Sheth, C Henson - IEEE Intelligent Systems, 2013 - ieeexplore.ieee.org
Extending the current Internet and providing connection, communication, and
internetworking between devices and physical objects, or" things," is a growing trend that's …

Deep learning for Internet of Things data analytics

TJ Saleem, MA Chishti - Procedia computer science, 2019 - Elsevier
The recent technological innovations and brisk amalgamation of domains such as sensing
and actuating technologies, embedded systems, wireless communication, and data …

Machine learning and data analytics for the IoT

E Adi, A Anwar, Z Baig, S Zeadally - Neural computing and applications, 2020 - Springer
Abstract The Internet of Things (IoT) applications have grown in exorbitant numbers,
generating a large amount of data required for intelligent data processing. However, the …

Achieving democracy in edge intelligence: A fog-based collaborative learning scheme

T Zhang, Z Shen, J Jin, X Zheng… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The emergence of fog computing has brought unprecedented opportunities to the Internet-of-
Things (IoT) field, and it is now feasible to incorporate deep learning at the edge of the IoT …

[HTML][HTML] Recent advances in evolving computing paradigms: Cloud, edge, and fog technologies

NA Angel, D Ravindran, PMDR Vincent, K Srinivasan… - Sensors, 2021 - mdpi.com
Cloud computing has become integral lately due to the ever-expanding Internet-of-things
(IoT) network. It still is and continues to be the best practice for implementing complex …

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 …