Particle swarm optimization: A comprehensive survey

TM Shami, AA El-Saleh, M Alswaitti, Q Al-Tashi… - Ieee …, 2022 - ieeexplore.ieee.org
Particle swarm optimization (PSO) is one of the most well-regarded swarm-based algorithms
in the literature. Although the original PSO has shown good optimization performance, it still …

Resource scheduling in edge computing: A survey

Q Luo, S Hu, C Li, G Li, W Shi - IEEE communications surveys & …, 2021 - ieeexplore.ieee.org
With the proliferation of the Internet of Things (IoT) and the wide penetration of wireless
networks, the surging demand for data communications and computing calls for the …

An adaptive federated learning scheme with differential privacy preserving

X Wu, Y Zhang, M Shi, P Li, R Li, NN **ong - Future Generation Computer …, 2022 - Elsevier
Driven by the upcoming development of the sixth-generation communication system (6G),
the distributed machine learning schemes represented by federated learning has shown …

Energy-efficient offloading for DNN-based smart IoT systems in cloud-edge environments

X Chen, J Zhang, B Lin, Z Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Deep Neural Networks (DNNs) have become an essential and important supporting
technology for smart Internet-of-Things (IoT) systems. Due to the high computational costs of …

A review of lithium-ion battery state of charge estimation based on deep learning: Directions for improvement and future trends

Y Liu, Y He, H Bian, W Guo, X Zhang - Journal of Energy Storage, 2022 - Elsevier
With the rapid growth in productivity, the need for fossil has increased, spurring research
and development of new energy sources. In the automotive industry, the development of …

An UAV-enabled intelligent connected transportation system with 6G communications for internet of vehicles

R Liu, A Liu, Z Qu, NN **ong - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
6G networks provide faster communication for connected vehicles. These vehicles are
connected to the Internet, forming the Internet of Vehicles (IoV). Due to the development of …

Fog computing advancement: Concept, architecture, applications, advantages, and open issues

TAN Abdali, R Hassan, AHM Aman, QN Nguyen - IEEE Access, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) is proliferating in our real world, and it is a promising technology that
serves a very comfortable service to the users. IoT's underlying technology is to connect to …

Intelligent computation offloading and resource allocation in IIoT with end-edge-cloud computing using NSGA-III

K Peng, H Huang, B Zhao, A Jolfaei… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT), which consists of massive IoT devices and industrial
infrastructures such as wireless access points to acquire intelligent services, has been …

BeatClass: a sustainable ECG classification system in IoT-based eHealth

L Sun, Y Wang, Z Qu, NN **ong - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT), it becomes convenient to use
mobile devices to remotely monitor the physiological signals (eg, Arrhythmia diseases) of …

Cost-driven off-loading for DNN-based applications over cloud, edge, and end devices

B Lin, Y Huang, J Zhang, J Hu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Currently, deep neural networks (DNNs) have achieved a great success in various
applications. Traditional deployment for DNNs in the cloud may incur a prohibitively serious …