Mathematical Problems in Engineering

Artificial Intelligence Edge Computing for Innovative Applications


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

Lead Editor

1Qingdao University, Qingdao, China

2University of Newcastle, Newcastle, Australia

3Nanjing Audit University, Nanjing, China


Artificial Intelligence Edge Computing for Innovative Applications

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 5417473
  • - Research Article

Development and Application of an Expert Decision-Making System for Personalized Exercise Prescriptions for Children with Special Physiques

Li-Fang Zhang | Chun-Long Fang | Liang Zhou
  • Special Issue
  • - Volume 2022
  • - Article ID 7750056
  • - Research Article

New Technological Measures of Sustainable Buildings in Triple Bottom-Line Analysis

Yi Ding
  • Special Issue
  • - Volume 2022
  • - Article ID 9974393
  • - Research Article

[Retracted] Application of Boiler Optimization Monitoring System Based on Embedded Internet of Things

Haiqing Zhang | Mingxiang Qiu | ... | Yinhong Ma
  • Special Issue
  • - Volume 2022
  • - Article ID 8145913
  • - Research Article

Construction of Rural Governance Digital Driven by Artificial Intelligence and Big Data

Ruolan Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 4655030
  • - Research Article

Deep Collaborative Filtering: A Recommendation Method for Crowdfunding Project Based on the Integration of Deep Neural Network and Collaborative Filtering

Pei Yin | Jing Wang | ... | Hongcheng Gan
  • Special Issue
  • - Volume 2022
  • - Article ID 3068136
  • - Research Article

Special-Purpose English Teaching Reform and Model Design in the Era of Artificial Intelligence

Yali Ruan
  • Special Issue
  • - Volume 2022
  • - Article ID 8956891
  • - Research Article

Statistics and Analysis of Effective Data on Online Teaching of College English Audiovisual Teaching

Kerong Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 2239342
  • - Research Article

Research on Optimization of the AGV Shortest-Path Model and Obstacle Avoidance Planning in Dynamic Environments

Ruixi Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 7830668
  • - Research Article

Economic Policy Uncertainty, Investor Sentiment, and Stock Price Synchronisation: Evidence from China

Jing Wu
  • Special Issue
  • - Volume 2022
  • - Article ID 2904178
  • - Research Article

Improvement and Optimization of a 3D Reconstruction Algorithm for SEM Images of Porous Materials

Cheng Cheng | Ning Dai | Tao Tang
Mathematical Problems in Engineering
 Journal metrics
See full report
Acceptance rate11%
Submission to final decision118 days
Acceptance to publication28 days
CiteScore2.600
Journal Citation Indicator-
Impact Factor-

We have begun to integrate the 200+ Hindawi journals into Wiley’s journal portfolio. You can find out more about how this benefits our journal communities on our FAQ.