Deep learning with edge computing: A review

J Chen, X Ran - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Deep learning is currently widely used in a variety of applications, including computer vision
and natural language processing. End devices, such as smartphones and Internet-of-Things …

[HTML][HTML] All one needs to know about fog computing and related edge computing paradigms: A complete survey

A Yousefpour, C Fung, T Nguyen, K Kadiyala… - Journal of Systems …, 2019 - Elsevier
Abstract With the Internet of Things (IoT) becoming part of our daily life and our environment,
we expect rapid growth in the number of connected devices. IoT is expected to connect …

Follow me at the edge: Mobility-aware dynamic service placement for mobile edge computing

T Ouyang, Z Zhou, X Chen - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
Mobile edge computing is a new computing paradigm, which pushes cloud computing
capabilities away from the centralized cloud to the network edge. However, with the sinking …

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 …

FOGPLAN: A lightweight QoS-aware dynamic fog service provisioning framework

A Yousefpour, A Patil, G Ishigaki, I Kim… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Recent advances in the areas of Internet of Things (IoT), big data, and machine learning
have contributed to the rise of a growing number of complex applications. These …

A survey on mobility-induced service migration in the fog, edge, and related computing paradigms

Z Rejiba, X Masip-Bruin, E Marín-Tordera - ACM Computing Surveys …, 2019 - dl.acm.org
With the advent of fog and edge computing paradigms, computation capabilities have been
moved toward the edge of the network to support the requirements of highly demanding …

A survey of virtual machine management in edge computing

Z Tao, Q Xia, Z Hao, C Li, L Ma, S Yi… - Proceedings of the …, 2019 - ieeexplore.ieee.org
Many edge computing systems rely on virtual machines (VMs) to deliver their services. It is
challenging, however, to deploy the virtualization mechanisms on edge computing hardware …

Hetero-edge: Orchestration of real-time vision applications on heterogeneous edge clouds

W Zhang, S Li, L Liu, Z Jia, Y Zhang… - … -IEEE Conference on …, 2019 - ieeexplore.ieee.org
Running computer vision algorithms on images or videos collected by mobile devices
represent a new class of latency-sensitive applications that expect to benefit from edge …

The case for FPGA-based edge computing

C Xu, S Jiang, G Luo, G Sun, N An… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Edge Computing has emerged as a new computing paradigm dedicated for mobile
performance enhancement and energy efficiency purposes. Specifically, it benefits today's …

Joint computation partitioning and resource allocation for latency sensitive applications in mobile edge clouds

L Yang, B Liu, J Cao, Y Sahni… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The proliferation of mobile devices and ubiquitous access of the wireless network enable
many new mobile applications such as augmented reality, mobile gaming and so on. As the …