Deep learning for edge computing applications: A state-of-the-art survey

F Wang, M Zhang, X Wang, X Ma, J Liu - IEEE Access, 2020 - ieeexplore.ieee.org
With the booming development of Internet-of-Things (IoT) and communication technologies
such as 5G, our future world is envisioned as an interconnected entity where billions of …

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 …

Edge computing for internet of everything: A survey

X Kong, Y Wu, H Wang, F Xia - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In this era of the Internet of Everything (IoE), edge computing has emerged as the critical
enabling technology to solve a series of issues caused by an increasing amount of …

Industrial edge computing: Enabling embedded intelligence

W Dai, H Nishi, V Vyatkin, V Huang… - IEEE Industrial …, 2019 - ieeexplore.ieee.org
The term industrial edge computing is used to describe a distributed platform that integrates
communication, computation, and storage resources for performing real-time applications …

[PDF][PDF] REVOLUTIONIZING DATA PROCESSING: ADVANCED CLOUD COMPUTING AND AI SYNERGY FOR IOT INNOVATION

S Kanungo - International Research Journal of Modernization in …, 2020 - researchgate.net
The business environment is undergoing significant change due to the convergence of
Internet of Things (IoT) and artificial intelligence (AI) technologies. This article explores the …

Emerging edge-of-things computing for smart cities: Recent advances and future trends

MC Zhou, MM Hassan, A Goscinski - Information Sciences, 2022 - Elsevier
Due to recent advances in processing, information and communication technology, there are
a variety of networked sensor-based systems and devices deployed on the scale of …

Deep learning in the era of edge computing: Challenges and opportunities

M Zhang, F Zhang, ND Lane, Y Shu… - … : Theory and Practice, 2020 - Wiley Online Library
The era of edge computing has arrived. Although the Internet is the backbone of edge
computing, its true value lies at the intersection of gathering data from sensors and …

Towards distributed edge-based systems

S Dustdar, I Murturi - 2020 IEEE Second International …, 2020 - ieeexplore.ieee.org
In the past few years, researchers from academia and industry stakeholders suggest adding
more computational resources (ie, storage, networking, and processing) closer to the end …

[HTML][HTML] Data science and analytics: an overview from data-driven smart computing, decision-making and applications perspective

IH Sarker - SN Computer Science, 2021 - Springer
The digital world has a wealth of data, such as internet of things (IoT) data, business data,
health data, mobile data, urban data, security data, and many more, in the current age of the …

Real-Time Analytics: Concepts, Architectures and ML/AI Considerations

W Chen, Z Milosevic, FA Rabhi, A Berry - IEEE Access, 2023 - ieeexplore.ieee.org
With the advancement in intelligent devices, social media, and the Internet of Things,
staggering amounts of new data are being generated, and the pace is continuously …