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 …

边缘计算: 现状与展望

施巍松, 张星洲王一帆张庆阳 - 2019 - 119.78.100.204
摘要随着万物互联时代的到来, 网络边缘设备产生的数据量快速增加, 带来了更高的数据传输
带宽需求, 同时, 新型应用也对数据处理的实时性提出了更高要求, 传统云计算模型已经无法有效 …

Computation offloading toward edge computing

L Lin, X Liao, H Jin, P Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
We are living in a world where massive end devices perform computing everywhere and
everyday. However, these devices are constrained by the battery and computational …

Fog computing for the internet of things: A survey

C Puliafito, E Mingozzi, F Longo, A Puliafito… - ACM Transactions on …, 2019 - dl.acm.org
Research in the Internet of Things (IoT) conceives a world where everyday objects are
connected to the Internet and exchange, store, process, and collect data from the …

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 …

Service placement and request scheduling for data-intensive applications in edge clouds

V Farhadi, F Mehmeti, T He, TF La Porta… - IEEE/ACM …, 2021 - ieeexplore.ieee.org
Mobile edge computing provides the opportunity for wireless users to exploit the power of
cloud computing without a large communication delay. To serve data-intensive applications …

Energy aware edge computing: A survey

C Jiang, T Fan, H Gao, W Shi, L Liu, C Cérin… - Computer …, 2020 - Elsevier
Edge computing is an emerging paradigm for the increasing computing and networking
demands from end devices to smart things. Edge computing allows the computation to be …

It's hard to share: Joint service placement and request scheduling in edge clouds with sharable and non-sharable resources

T He, H Khamfroush, S Wang… - 2018 IEEE 38th …, 2018 - ieeexplore.ieee.org
Mobile edge computing is an emerging technology to offer resource-intensive yet delay-
sensitive applications from the edge of mobile networks, where a major challenge is to …

Migration modeling and learning algorithms for containers in fog computing

Z Tang, X Zhou, F Zhang, W Jia… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Fog Computing (FC) is a flexible architecture to support distributed domain-specific
applications with cloud-like quality of service. However, current FC still lacks the mobility …