Topology-aware federated learning in edge computing: A comprehensive survey

J Wu, F Dong, H Leung, Z Zhu, J Zhou… - ACM Computing …, 2024 - dl.acm.org
The ultra-low latency requirements of 5G/6G applications and privacy constraints call for
distributed machine learning systems to be deployed at the edge. With its simple yet …

A review of edge computing: Features and resource virtualization

Y Mansouri, MA Babar - Journal of Parallel and Distributed Computing, 2021 - Elsevier
With the advent of Internet of Things (IoT) connecting billions of mobile and stationary
devices to serve real-time applications, cloud computing paradigms face some significant …

A survey on evolved LoRa-based communication technologies for emerging internet of things applications

F Yao, Y Ding, S Hong, SH Yang - International Journal of Network …, 2022 - sciltp.com
The concept of Internet of Things (IoT) greatly extends the coverage area that human being
is able to perceive, access, and even control. By connecting various “Things” to the Internet …

Edge intelligence: Empowering intelligence to the edge of network

D Xu, T Li, Y Li, X Su, S Tarkoma, T Jiang… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis proximity to where data are captured based on artificial …

Machine learning techniques in emerging cloud computing integrated paradigms: A survey and taxonomy

D Soni, N Kumar - Journal of Network and Computer Applications, 2022 - Elsevier
Cloud computing offers Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and
Software as a Service (SaaS) to provide compute, network, and storage capabilities to the …

Trust in edge-based internet of things architectures: state of the art and research challenges

L Fotia, F Delicato, G Fortino - ACM Computing Surveys, 2023 - dl.acm.org
The Internet of Things (IoT) aims to enable a scenario where smart objects, inserted into
information networks, supply smart services for human beings. The introduction of edge …

[HTML][HTML] Advancements in intelligent cloud computing for power optimization and battery management in hybrid renewable energy systems: A comprehensive review

AHA AL-Jumaili, RC Muniyandi, MK Hasan, MJ Singh… - Energy Reports, 2023 - Elsevier
A cloud computing-based power optimization system (CC-POS) is an important enabler for
hybrid renewable-based power systems with higher output, optimal solutions to extend …

Architectural design alternatives based on cloud/edge/fog computing for connected vehicles

H Wang, T Liu, BG Kim, CW Lin… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
As vehicles playing an increasingly important role in people's daily life, requirements on
safer and more comfortable driving experience have arisen. Connected vehicles (CVs) can …

Computation-efficient offloading and trajectory scheduling for multi-UAV assisted mobile edge computing

J Zhang, L Zhou, F Zhou, BC Seet… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The emergence of mobile edge computing (MEC) and unmanned aerial vehicles (UAVs) is
of great significance for the prospective development of Internet of Things (IoT). The …

[HTML][HTML] Smart grid encounters edge computing: Opportunities and applications

C Feng, Y Wang, Q Chen, Y Ding, G Strbac… - Advances in Applied …, 2021 - Elsevier
Smart grids (SGs) are reforming towards utilizing massive data for operations and services.
During this reform, the information and communication technologies (ICTs) play a critical …