At the confluence of artificial intelligence and edge computing in iot-based applications: A review and new perspectives

A Bourechak, O Zedadra, MN Kouahla, A Guerrieri… - Sensors, 2023 - mdpi.com
Given its advantages in low latency, fast response, context-aware services, mobility, and
privacy preservation, edge computing has emerged as the key support for intelligent …

Achieving better indoor air quality with IoT systems for future buildings: Opportunities and challenges

X Dai, W Shang, J Liu, M Xue, C Wang - Science of The Total Environment, 2023 - Elsevier
With the development of IoT technology and low-cost indoor air quality (IAQ) sensors, the IoT-
based IAQ monitoring platform has garnered significant research interest and demonstrated …

Performance evaluation of IoT data management using MongoDB versus MySQL databases in different cloud environments

MM Eyada, W Saber, MM El Genidy, F Amer - IEEE access, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) introduces a new challenge for Database Management Systems
(DBMS). In IoT, large numbers of sensors are used in daily lives. These sensors generate a …

Edge mlops: An automation framework for aiot applications

E Raj, D Buffoni, M Westerlund… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Artificial Intelligence of Things (AIoT) is the combination of artificial intelligence (AI)
technologies with the Internet of Things (IoT) infrastructure to achieve more efficient IoT …

A systematic literature review on distributed machine learning in edge computing

CP Filho, E Marques Jr, V Chang, L Dos Santos… - Sensors, 2022 - mdpi.com
Distributed edge intelligence is a disruptive research area that enables the execution of
machine learning and deep learning (ML/DL) algorithms close to where data are generated …

Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions

F Sharief, H Ijaz, M Shojafar, MA Naeem - ACM Computing Surveys, 2024 - dl.acm.org
A network of actual physical objects or “IoT components” linked to the internet and equipped
with sensors, electronics, software, and network connectivity is known as the Internet of …

A cloud-based computing framework for artificial intelligence innovation in support of multidomain operations

J Robertson, JM Fossaceca… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The DoD's artificial intelligence (AI) strategy requires the delivery of transformative and
disruptive capabilities that impact the “character of the future battlefield and the pace of …

Approximate CPU design for IoT end-devices with learning capabilities

İ Taştan, M Karaca, A Yurdakul - Electronics, 2020 - mdpi.com
With the rise of Internet of Things (IoT), low-cost resource-constrained devices have to be
more capable than traditional embedded systems, which operate on stringent power …

Study on edge-cloud collaborative production scheduling based on enterprises with multi-factory

J Ma, H Zhou, C Liu, E Mingcheng, Z Jiang… - IEEE Access, 2020 - ieeexplore.ieee.org
The depth development and widespread application of edge intelligence technology based
on the Internet of Things has led to edge-cloud collaboration and related research. In recent …

A sensing system based on public cloud to monitor indoor environment of historic buildings

Z Ni, Y Liu, M Karlsson, S Gong - Sensors, 2021 - mdpi.com
Monitoring the indoor environment of historic buildings helps to identify potential risks,
provide guidelines for improving regular maintenance, and preserve cultural artifacts …