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 9962666
  • - Research Article

Lightweight Fall Detection Algorithm Based on AlphaPose Optimization Model and ST-GCN

Hongtao Zheng | Yan Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 6142477
  • - Research Article

Understanding the Impact of Rural Returnees’ Hometown Identity on Their Successful Entrepreneurship with the Operations Research Framework

Feihan Sun | Xumei Miao | ... | Chongliang Ye
  • Special Issue
  • - Volume 2022
  • - Article ID 5126326
  • - Research Article

Smart Mobile Information Systems on the Key Systems of Blockchain Privacy Protection

Xiaobo Wei
  • Special Issue
  • - Volume 2022
  • - Article ID 7033261
  • - Research Article

Application of Computer 3D Modeling Technology in the Simulation Design of Modern Garden Ecological Landscape

Zhiyong Tian
  • Special Issue
  • - Volume 2022
  • - Article ID 7077711
  • - Research Article

Color Matching in Children’s Room Based on Computer Interactive Experience

Jia Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 4654660
  • - Research Article

Brand Preference Prediction Method of Cross-Border E-Commerce Consumers Based on Potential Tag Mining

Xujie Qin
  • Special Issue
  • - Volume 2022
  • - Article ID 5746671
  • - Research Article

Application of Conditional Random Field Model Based on Machine Learning in Online and Offline Integrated Educational Resource Recommendation

Erqi Zeng
  • Special Issue
  • - Volume 2022
  • - Article ID 9634999
  • - Research Article

Data Mining and Economic Application in the Age of Financial Big Data: A Case Study of Shadow Banking and Interest Rate Liberalization in China

Shi Liang
  • Special Issue
  • - Volume 2022
  • - Article ID 6875207
  • - Research Article

Construction of Data Mining Analysis Model in English Teaching Based on Apriori Association Rule Algorithm

Shufei Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 2439549
  • - Research Article

[Retracted] Mathematical Model of Quantitative Evaluation of Financial Investment Risk Management System

Xiaoling Wang
Mathematical Problems in Engineering
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