Combining Machine Learning and Edge Computing: Opportunities, Challenges, Platforms, Frameworks, and Use Cases

P Grzesik, D Mrozek - Electronics, 2024 - mdpi.com
In recent years, we have been observing the rapid growth and adoption of IoT-based
systems, enhancing multiple areas of our lives. Concurrently, the utilization of machine …

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 …

Urban iot edge analytics

A Chowdhery, M Levorato, I Burago… - Fog Computing in the …, 2018 - Springer
Abstract The Urban Internet of Things (IoT) supports city-scale data collection and
processing. It's practical deployment poses several technical and technological challenges …

Resilient edge data management framework

I Lujic, V De Maio, I Brandic - IEEE Transactions on Services …, 2019 - ieeexplore.ieee.org
Transferring and processing huge amounts of data in the cloud can violate the low latency
requirements of modern IoT applications, considering underlying network infrastructure …

Edge computing for Internet of Things: A survey, e-healthcare case study and future direction

PP Ray, D Dash, D De - Journal of Network and Computer Applications, 2019 - Elsevier
The world has recently witnessed the emergence of huge technological growth in the field of
data transmission and smart living through various modes of information and communication …

Architecting iot cloud

F Firouzi, B Farahani - Intelligent Internet of Things: From device to fog and …, 2020 - Springer
Cloud computing and the Internet of Things (IoT) are distinct technologies that significantly
affect our everyday lives. IoT is made up of small real-world things, with limited processing …

Edge and fog computing for IoT: A survey on current research activities & future directions

M Laroui, B Nour, H Moungla, MA Cherif, H Afifi… - Computer …, 2021 - Elsevier
Abstract The Internet of Things (IoT) allows communication between devices, things, and
any digital assets that send and receive data over a network without requiring interaction …

A survey of state-of-the-art on edge computing: Theoretical models, technologies, directions, and development paths

B Liu, Z Luo, H Chen, C Li - IEEE Access, 2022 - ieeexplore.ieee.org
In order to describe the roadmap of current edge computing research activities, we first
address a brief overview of the most advanced edge computing surveys published in the last …

[HTML][HTML] IoT data analytic algorithms on edge-cloud infrastructure: A review

EE Abel, MS Abd Latiff, WH Chan - Digital Communications and Networks, 2023 - Elsevier
The adoption of Internet of Things (IoT) sensing devices is growing rapidly due to their ability
to provide real-time services. However, it is constrained by limited data storage and …

[图书][B] Edge computing

F Al-Turjman, F Al-Turjman - 2019 - Springer
We are living in an era where the Edge of the Cloud is becoming a global platform for the
computation and interaction between machines and smart objects, in realtime applications …