Edge intelligence: The confluence of edge computing and artificial intelligence

S Deng, H Zhao, W Fang, J Yin… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Along with the rapid developments in communication technologies and the surge in the use
of mobile devices, a brand-new computation paradigm, edge computing, is surging in …

Internet of Things Challenges and Opportunities

D Khanna - 2019 - osf.io
Technology is evolving rapidly, and cheaper and smaller devices that vary in size,
computational power using cloud technologies or operating mode become available. These …

Leveraging edge analysis for Internet of Things based healthcare solutions

KJ Madukwe, IJF Ezika… - 2017 IEEE 3rd …, 2017 - ieeexplore.ieee.org
The Internet of Things (IoT) and its applications give rise to an unprecedented amount of
data that requires transfer, processing/analysis and storage. Often times, the norm is to …

Edge Computing and the Future of Cloud Computing: A Survey of Industry Perspectives and Predictions

AS George, ASH George, T Baskar - Partners Universal International …, 2023 - puirj.com
Edge computing and cloud computing are rapidly evolving technologies that have the
potential to significantly impact the future of information technology and various industries …

[图书][B] Edge intelligence in the making: Optimization, deep learning, and applications

S Lin, Z Zhou, Z Zhang, X Chen, J Zhang - 2021 - Springer
With the explosive growth of mobile computing and Internet of Things (IoT) applications, as
exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT …

A serverless real-time data analytics platform for edge computing

S Nastic, T Rausch, O Scekic, S Dustdar… - IEEE Internet …, 2017 - ieeexplore.ieee.org
Contemporary solutions for cloud-supported, edge-data analytics mostly apply analytics
techniques in a rigid bottom-up approach, regardless of the data's origin. Typically, data are …

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 …

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 …

Review on challenges of secure data analytics in edge computing

R Anusuya, DK Renuka… - … Conference on Computer …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) is picking up expanding prevalence. Overpowering quantities of
information are created by IoT Devices. The information following analysis give huge data …

Edge computing: A survey on the hardware requirements in the internet of things world

M Capra, R Peloso, G Masera, M Ruo Roch, M Martina - Future Internet, 2019 - mdpi.com
In today's world, ruled by a great amount of data and mobile devices, cloud-based systems
are spreading all over. Such phenomenon increases the number of connected devices …