Secure computation offloading for device-collaborative mec networks: a drl-based approach

M Sun, X Xu, S Han, H Zheng, X Tao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper investigates secure computation offloading in device-collaborative mobile edge
computing (MEC) networks, where mobile users (MUs) can process a part of their tasks …

A workflow-aided Internet of things paradigm with intelligent edge computing

Y Qian, L Shi, J Li, Z Wang, H Guan, F Shu… - IEEE …, 2020 - ieeexplore.ieee.org
In this article, we propose a workflow-aided Internet of things (WIoT) paradigm with
intelligent edge computing (IEC) to automate the execution of IoT applications with …

Deep learning-based energy-efficient computational offloading strategy in heterogeneous fog computing networks

I Sarkar, S Kumar - The Journal of Supercomputing, 2022 - Springer
In the era of the Internet of Things (IoT), the volume of data is increasing immensely causing
rapid growth in network data communication and data congestion. Computational offloading …

Spectral Efficiency of Multi-Hop Millimeter Wave Networks Using Best Relay Routing Technique

M Ibrahim, W Hamouda… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we propose a novel routing technique for millimeter wave (mmWave) networks
to improve the spectral efficiency. The performance of the proposed best relay routing …

Controlling data gravity and data friction: from metrics to multidimensional elasticity strategies

B Sedlak, VC Pujol, PK Donta… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The growing amount of data generated at the edge of the network, eg, by Internet of Things
(IoT) devices, made it indispensable to relocate computational power close to the data …

Energy-aware scheduling of virtualized base stations in O-RAN with online learning

M Kalntis, G Iosifidis - GLOBECOM 2022-2022 IEEE Global …, 2022 - ieeexplore.ieee.org
The design of Open Radio Access Network (O-RAN) compliant systems for configuring the
virtualized Base Stations (vBSs) is of paramount importance for network operators. This task …

[HTML][HTML] Anomalous vehicle recognition in smart urban traffic monitoring as an edge service

N Chen, Y Chen - Future Internet, 2022 - mdpi.com
The past decades witnessed an unprecedented urbanization and the proliferation of modern
information and communication technologies (ICT), which makes the concept of Smart City …

Service function chain deployment and network flow scheduling in geo-distributed data centers

L Gu, J Hu, D Zeng, S Guo, H Jin - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV), as an emerging solution to virtualize network services
traditionally running on proprietary, dedicated devices, can effectively reduce the cost of big …

Decentralized edge intelligence-driven network resource orchestration mechanism

Y Gong, H Yao, J Wang, D Wu, N Zhang, FR Yu - IEEE Network, 2022 - ieeexplore.ieee.org
With the development of artificial intelligence of things (AIoT), multi-access edge computing
(MEC) becomes a key enabler to migrate cloud services to edge clients. In comparison to …

Adaptive Resource Allocation for Virtualized Base Stations in O-RAN with Online Learning

M Kalntis, G Iosifidis, FA Kuipers - arXiv preprint arXiv:2309.01730, 2023 - arxiv.org
Open Radio Access Network systems, with their virtualized base stations (vBSs), offer
operators the benefits of increased flexibility, reduced costs, vendor diversity, and …