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 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
  • Special Issue
  • - Volume 2022
  • - Article ID 8072941
  • - Research Article

The Relationship between Social Entrepreneurship Capability of SOM Neural Network Algorithm and New Enterprise Performance

Tianhua Li
  • Special Issue
  • - Volume 2022
  • - Article ID 7680005
  • - Research Article

One Person Plays Multiple Roles: The Diversified Roles and Functions of Convention Project Hosts by SEM Methods

Jie Zhou | Mengjie Zhao | Qi Yang
  • Special Issue
  • - Volume 2022
  • - Article ID 9030862
  • - Research Article

Influence of Management Education on Enterprise Scientific and Technological Innovation Based on K-Means Clustering Algorithm

Jun Ma | Zhigang Li | ... | Wenling Lai
  • Special Issue
  • - Volume 2022
  • - Article ID 1083961
  • - Research Article

An RBF Neural Network Clustering Algorithm Based on K-Nearest Neighbor

Jitao Li | Chugui Xu | ... | Zhao Liang
Mathematical Problems in Engineering
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Acceptance rate11%
Submission to final decision118 days
Acceptance to publication28 days
CiteScore2.600
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