Edge computing for the internet of things

J Ren, Y Pan, A Goscinski, RA Beyah - IEEE Network, 2018 - ieeexplore.ieee.org
By moving data computation and service supply from the cloud to the edge, edge computing
has become a promising solution to address the limitations of cloud computing in supporting …

Taxonomy of edge computing: Challenges, opportunities, and data reduction methods

K Jain, S Mohapatra - Edge Computing: From Hype to Reality, 2019 - Springer
Abstract The Internet of Things (IoT) is expected to grow faster than any other category of
connected devices. IoT allows any device with an on-and-off switch to connect to the internet …

Ai on the edge: Characterizing ai-based iot applications using specialized edge architectures

Q Liang, P Shenoy, D Irwin - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Edge computing has emerged as a popular paradigm for supporting mobile and IoT
applications with low latency or high bandwidth needs. The attractiveness of edge …

Big data analytics in industrial IoT using a concentric computing model

MH ur Rehman, E Ahmed, I Yaqoob… - IEEE …, 2018 - ieeexplore.ieee.org
The unprecedented proliferation of miniaturized sensors and intelligent communication,
computing, and control technologies have paved the way for the development of the …

Edge-assisted image processing with joint optimization of responding and placement strategy

A Acharya, Y Hou, Y Mao, J Yuan - … International Conference on …, 2019 - ieeexplore.ieee.org
Cloud computing is a prevailing approach for running various data-analysis algorithms to
obtain insight from massive raw data. However, the current cloud computing architecture …

[引用][C] The value of bringing analytics to the edge

D Kirsch - Hurwitz & Associates, 2015

The role of edge computing in internet of things

N Hassan, S Gillani, E Ahmed… - IEEE communications …, 2018 - ieeexplore.ieee.org
Remarkable advancements in embedded systems-on-a-chip have significantly increased
the number of commercial devices that possess sufficient resources to run full-fledged …

[HTML][HTML] Real-time information derivation from big sensor data via edge computing

KD Kang, L Chen, H Yi, B Wang, M Sha - Big Data and Cognitive …, 2017 - mdpi.com
In data-intensive real-time applications, eg, cognitive assistance and mobile health
(mHealth), the amount of sensor data is exploding. In these applications, it is desirable to …

Query-driven descriptive analytics for IoT and edge computing

M Symeonides, D Trihinas, Z Georgiou… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
With consumers embracing the prevalence of ubiquitously connected smart devices, Edge
Computing is emerging as a principal computing paradigm for latency-sensitive and in …

Industrial edge computing: Vision and challenges

W Qizhao, JIN Guangshu, LI Qing, W Kai, Y Zuye… - Information and …, 2021 - xk.sia.cn
With the development of industrial Internet technology, the data volume of industrial
equipment has increased exponentially, which has brought a huge data pressure to cloud …