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 2023
  • - Article ID 9846094
  • - Retraction

Retracted: Embedded Demand, Policy Supply, and the Urban Spatial Effect of the Transformation of the New Generation of Migrant Workers into Citizens

Mathematical Problems in Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9893832
  • - Retraction

Retracted: Mathematical Model of Quantitative Evaluation of Financial Investment Risk Management System

Mathematical Problems in Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9820721
  • - Retraction

Retracted: Promotion Strategy of Low-Carbon Consumption of Fresh Food Based on Willingness Behavior

Mathematical Problems in Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9762363
  • - Retraction

Retracted: An Accurate Method of Determining Attribute Weights in Distance-Based Classification Algorithms

Mathematical Problems in Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9875082
  • - Retraction

Retracted: The Influence of the Network Evolutionary Game Model of User Information Behavior on Enterprise Innovation Product Promotion Based on Mobile Social Network Marketing Perspective

Mathematical Problems in Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9785879
  • - Retraction

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

Mathematical Problems in Engineering
  • 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
Mathematical Problems in Engineering
 Journal metrics
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Acceptance rate11%
Submission to final decision118 days
Acceptance to publication28 days
CiteScore2.600
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Impact Factor-

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