Edge-cloud computing for Internet of Things data analytics: Embedding intelligence in the edge with deep learning

AM Ghosh, K Grolinger - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Rapid growth in numbers of connected devices including sensors, mobile, wearable, and
other Internet of Things (IoT) devices, is creating an explosion of data that are moving across …

Edge computing: Vision and challenges

W Shi, J Cao, Q Zhang, Y Li, L Xu - IEEE internet of things …, 2016 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) and the success of rich cloud services have
pushed the horizon of a new computing paradigm, edge computing, which calls for …

Artificial intelligence-based internet of things for industry 5.0

B Chander, S Pal, D De, R Buyya - Artificial intelligence-based internet of …, 2022 - Springer
Abstract In Industry 5.0 paradigm, AI-based systems are the essential component for the
Internet of Things. In most applications, Industry 5.0 showed a significant connection …

Energy-efficient artificial intelligence of things with intelligent edge

S Zhu, K Ota, M Dong - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Artificial Intelligence of Things (AIoT) is an emerging area of future Internet of Things (IoT) to
support intelligent IoT applications. In AIoT, intelligent edge computing technologies …

Convergence of edge computing and deep learning: A comprehensive survey

X Wang, Y Han, VCM Leung, D Niyato… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Ubiquitous sensors and smart devices from factories and communities are generating
massive amounts of data, and ever-increasing computing power is driving the core of …

Edge of things: The big picture on the integration of edge, IoT and the cloud in a distributed computing environment

H El-Sayed, S Sankar, M Prasad, D Puthal… - ieee …, 2017 - ieeexplore.ieee.org
A centralized infrastructure system carries out existing data analytics and decision-making
processes from our current highly virtualized platform of wireless networks and the Internet …

Enabling automation and edge intelligence over resource constraint IoT devices for smart home

M Nasir, K Muhammad, A Ullah, J Ahmad, SW Baik… - Neurocomputing, 2022 - Elsevier
Smart home applications are pervasive and have gained popularity due to the
overwhelming use of Internet of Things (IoT). The revolution in IoT technologies made …

Going back to the roots—the evolution of edge computing, an iot perspective

M Gusev, S Dustdar - IEEE Internet Computing, 2018 - ieeexplore.ieee.org
When the requirements and processing appetites have grown enough in the era of personal
computing, users began to think about cloud servers. This initiated the growth of cloud …

A comprehensive survey on artificial intelligence empowered edge computing on consumer electronics

JH Syu, JCW Lin, G Srivastava… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The Internet revolution and Moore's Law drove the rapid expansion of connected consumer
electronics. As massive data is generated by Internet of Things (IoT) devices, edge …

Edge computing for the Internet of Things: A case study

G Premsankar, M Di Francesco… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The amount of data generated by sensors, actuators, and other devices in the Internet of
Things (IoT) has substantially increased in the last few years. IoT data are currently …