Mathematical Problems in Engineering

Artificial Intelligence Edge Computing for Innovative Applications


Publishing date
01 Dec 2022
Status
Closed
Submission deadline
22 Jul 2022

Lead Editor

1Qingdao University, Qingdao, China

2University of Newcastle, Newcastle, Australia

3Nanjing Audit University, Nanjing, China

This issue is now closed for submissions.

Artificial Intelligence Edge Computing for Innovative Applications

This issue is now closed for submissions.

Description

Edge computing (EC) is designed to provide edge intelligence services near the edge of the network or near the data source. Massive data no longer has to be transmitted to the distant cloud platforms, and it can be solved on the edge side, which is more suitable for the key needs of industry digitalization in agile connection, real-time business, data optimization, application intelligence, security and privacy protection.

As there are massive and heterogeneous data in the edge terminal, it is necessary to integrate the advantageous artificial intelligence (AI) techniques into EC, and put most of the data in the edge closer to the data source for intelligent processing, to improve efficiency and relieve the load pressure of the platform. At the same time, implementing the intelligent tasks directly at the edge terminal can effectively reduce the bandwidth requirement, provide a timely response, and realize protection for data privacy of the edge terminals.

This Special Issue focuses on the fundamental strategies, theories, algorithms, and applications in artificial intelligence edge computing for innovative applications. We welcome both original research and review articles.

Potential topics include but are not limited to the following:

  • AI-based placement of edge nodes
  • Emerging architecture/framework/models for the collaboration of Internet of Things (IoT) with AI
  • Cost-efficient resource management for EC through big data mining
  • Service performance optimization in EC platforms
  • Advanced artificial intelligence and big data algorithms
  • Artificial intelligence and big data security and privacy protection in networks
  • Novel applications based on AI for EC in IoT

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 2287468
  • - Research Article

A Recognition Method Based on Speech Feature Parameters-English Teaching Practice

Lili Zhu | Xiujing Yan | Jing Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 8961577
  • - Research Article

Ray Tracing Acceleration Algorithm Based on FaceMap

Jian Wang | Hui Xiao | Hongbin Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 1168796
  • - Research Article

Research on University Innovation and Entrepreneurship Resource Database System Based on SSH2

Libo Wu | Lili Feng | Jianna Yan
  • Special Issue
  • - Volume 2022
  • - Article ID 4429937
  • - Research Article

Digital Transformation of Listed Agricultural Companies in China: Practice, Performance, and Value Creation

Ying Yang | Wenqin Cui
  • Special Issue
  • - Volume 2022
  • - Article ID 3751828
  • - Research Article

Research on Basic Information of Enterprise Electronization under the Background of Big Data

Qihang Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 6545817
  • - Research Article

Research and Application of Haar Wavelet Transformation in Train Positioning

Pengfei Wang | Xiuhui Diao
  • Special Issue
  • - Volume 2022
  • - Article ID 7682520
  • - Research Article

Influence of Vertical Downward Annulus Eccentricity on Steam-Water Two-Phase Flow Pressure Drop

Chuan Ma | Xiaoyan Liu | ... | Guangfu Cui
  • Special Issue
  • - Volume 2022
  • - Article ID 1880912
  • - Research Article

Thermal Analysis of Axial-Flux Permanent Magnet Motors for Vehicles Based on Fast Two-Way Magneto-Thermal Coupling

Xiaoting Zhang | Bingyi Zhang | ... | Simeng Zhong
  • Special Issue
  • - Volume 2022
  • - Article ID 1758198
  • - Research Article

Judgment of Athlete Action Safety in Sports Competition Based on LSTM Recurrent Neural Network Algorithm

Yanying Liu | Lijun Wang | ... | Bo Ren
  • Special Issue
  • - Volume 2022
  • - Article ID 4849928
  • - Research Article

Global COVID-19 Epidemic Prediction and Analysis Based on Improved Dynamic Transmission Rate Model with Neural Networks

Yanyu Ding | Jiaxing Li | ... | Guoqiang Wang
Mathematical Problems in Engineering
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