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 1402891
  • - Research Article

Research on Institutional Investors and Executive Compensation Stickiness Based on Fixed Effect Model: A Case Study of Chinese Listed Companies

Yizhao Hong
  • Special Issue
  • - Volume 2022
  • - Article ID 4089917
  • - Research Article

Artificial Intelligence-Based Drug Production Quality Management Data

Chenggong Yu
  • Special Issue
  • - Volume 2022
  • - Article ID 7027528
  • - Research Article

Analysis on Vibroacoustic Fatigue Life of Empennage in a Hypersonic Vehicle

Wang Hongxian | Zhang Ming | Nie Hong
  • Special Issue
  • - Volume 2022
  • - Article ID 6204795
  • - Research Article

Research on Optimization of Structural Parameters of Equipment Cabin Bottom Cover

Hua Zou | Qifeng Wu | Yonggui Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 1359170
  • - Research Article

Implementation of Creator-Based Virtual Simulation in News Interview

Wen Zhou
  • Special Issue
  • - Volume 2022
  • - Article ID 2722923
  • - Research Article

Design and Implementation of an Interactive English Translation System Based on the Information-Assisted Processing Function of the Internet of Things

Liya Mo
  • Special Issue
  • - Volume 2022
  • - Article ID 6180883
  • - Research Article

Human Capital Digital Incentive Mechanism Construction Based on Deep Learning

Jie He | Jianhua Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 3070791
  • - Research Article

Mathematics Deep Learning Teaching Based on Analytic Hierarchy Process

Yonghua Duan
  • Special Issue
  • - Volume 2022
  • - Article ID 8040641
  • - Research Article

Monetary Policy, Fiscal Policy, and Capital Structure Dynamic Adjustment: Evidence from Chinese Listed Companies

Liangwei Wan
  • Special Issue
  • - Volume 2022
  • - Article ID 3738897
  • - Research Article

Brainwave Acquisition Terminal Based on IoT Smart Sensor for English Listening Test

Juan Bi
Mathematical Problems in Engineering
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Acceptance rate11%
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