A Modular Framework for Data Processing at the Edge: Design and Implementation

L Urblik, E Kajati, P Papcun, I Zolotova - Sensors, 2023 - mdpi.com
There is a rapid increase in the number of edge devices in IoT solutions, generating vast
amounts of data that need to be processed and analyzed efficiently. Traditional cloud-based …

Deep learning: Edge-cloud data analytics for iot

AM Ghosh, K Grolinger - 2019 IEEE Canadian Conference of …, 2019 - ieeexplore.ieee.org
Sensors, wearables, mobile and other Internet of Thing (IoT) devices are becoming
increasingly integrated in all aspects of our lives. They are capable of collecting massive …

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 …

[PDF][PDF] The internet of things

E Dave - How the Next Evolution of the Internet Is …, 2011 - coursecontent.indusuni.ac.in
Unit 1 -Madhavi Dave Page 1 INTERNET OF THINGS Unit 1 -Madhavi Dave Page 2
Introduction ■ Internet Of Things is fully networked and connected devices sending analytics …

Big data in IoT

S Khare, M Totaro - 2019 10th International Conference on …, 2019 - ieeexplore.ieee.org
The Internet of Things is generating an enormous amount of data. Analyzing and managing
that data requires programming and statistical approaches. Big Data technology operates on …

Guest editorial special issue on big data analytics and management in Internet of things

H Ning, DG Belanger, Y Xia, V Piuri… - IEEE internet of Things …, 2015 - ieeexplore.ieee.org
The papers in this special issue provide a highly exciting opportunity to explore the
interdisciplinary nature of the management of Internet of Things (IoT) and big data analytics …

[图书][B] Edge AI: Convergence of edge computing and artificial intelligence

X Wang, Y Han, VCM Leung, D Niyato, X Yan, X Chen - 2020 - Springer
As an important enabler for changing people's lives, advances in artificial intelligence (AI)-
based applications and services are on the rise, despite being hindered by efficiency and …

[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 …

Edge computing technology enablers: A systematic lecture study

S Douch, MR Abid, K Zine-Dine, D Bouzidi… - IEEE …, 2022 - ieeexplore.ieee.org
With the increasing stringent QoS constraints (eg, latency, bandwidth, jitter) imposed by
novel applications (eg, e-Health, autonomous vehicles, smart cities, etc.), as well as the …

Edge mesh: A new paradigm to enable distributed intelligence in internet of things

Y Sahni, J Cao, S Zhang, L Yang - IEEE access, 2017 - ieeexplore.ieee.org
In recent years, there has been a paradigm shift in Internet of Things (IoT) from centralized
cloud computing to edge computing (or fog computing). Developments in ICT have resulted …