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 6293833
  • - Research Article

Analysis on Spatial Characteristics and the Adaptation Mechanism of Miao Traditional Settlement in Qiandongnan, China

Yalun Lei | Hongtao Zhou | ... | Chuan Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 9963611
  • - Research Article

Evaluation of China’s High-Advanced Industrial Policy: A PMC Index Model Approach

Ying Tian | Kai Zhang | ... | Fanglin Meng
  • Special Issue
  • - Volume 2022
  • - Article ID 6028110
  • - Research Article

A Miniaturized Electrochemical Nitrate Sensor and the Design for Its Automatic Operation Based on Distributed Model

Zhenxing Ren | Yang Li
  • Special Issue
  • - Volume 2022
  • - Article ID 6563114
  • - Research Article

Application of Artificial Intelligence Technology in Cross-Cultural Communication of Intangible Cultural Heritage

Jiankun Zhang | Yanhui Jing
  • Special Issue
  • - Volume 2022
  • - Article ID 9143080
  • - Research Article

Effect of Farmland Transfer on Poverty Reduction under Different Targeted Poverty Alleviation Patterns Based on PSM-DID Model in Karst Area of China

Yan Liu | Maoqiang Wang | ... | Longxue Zhao
  • Special Issue
  • - Volume 2022
  • - Article ID 1857481
  • - Research Article

A Star Pattern Recognition Algorithm Based on the Radial Companion-Circumferential Feature

Weiwei Zhao | Baoqiang Li | Xiuyi Li
  • Special Issue
  • - Volume 2022
  • - Article ID 8030349
  • - Research Article

Modeling and Simulation of Theoretical Digging Force of an Excavator Based on Arbitrary Posture

Zuhe Qin
  • Special Issue
  • - Volume 2022
  • - Article ID 9934524
  • - Research Article

Development of Physical Education Network Course Resources Based on Intelligent Sensor Network

Moutao Li | Ditao Song | Xiaoyong Hu
  • Special Issue
  • - Volume 2022
  • - Article ID 7028499
  • - Research Article

Research on Influencing Factors of Consumption and Purchase Intention of Camellia Oil in Coastal Areas Based on Logistics Model

Xue Wu
  • Special Issue
  • - Volume 2022
  • - Article ID 2087054
  • - Research Article

Financial Shared Services Empower the Real Economy: The Evidence from China

Xue Chen
Mathematical Problems in Engineering
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