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 7197653
  • - Research Article

The Construction of College Sports Culture Based on Intelligent Information Management Technology

Baihua Luo
  • Special Issue
  • - Volume 2022
  • - Article ID 2116532
  • - Research Article

Evaluation of Urban Park Landscape Satisfaction Based on the Fuzzy-IPA Model: A Case Study of the Zhengzhou People’s Park

Lei Feng | Jie Zhao
  • Special Issue
  • - Volume 2022
  • - Article ID 9476860
  • - Research Article

Mathematical Problems in Engineering Landscape Ecological Security Assessment and Ecological Pattern Optimization of Inland River Basins in Arid Regions: A Case Study in Tarim River Basin

Yuanrui Mu | Wei Shen
  • Special Issue
  • - Volume 2022
  • - Article ID 1416488
  • - Research Article

[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

Tingting Liu | Xiaofei He | ... | Yi Zhao
  • Special Issue
  • - Volume 2022
  • - Article ID 7220957
  • - Research Article

PLS-SEM Model of Integrated Stem Education Concept and Network Teaching Model of Architectural Engineering Course

Ping Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 1150051
  • - Research Article

Correction of Chinese Dance Training Movements Based on Digital Feature Recognition Technology

LinJuan Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4845978
  • - Research Article

Research on Intelligent Campus and Visual Teaching System Based on Internet of Things

Tao Xu | Zhi-hong Wang | Xian-qi Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 9209022
  • - Research Article

Personalized Music Hybrid Recommendation Algorithms Fusing Gene Features

Yixiao Cao | Peng Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 4110246
  • - Research Article

Pedestrian Fall Event Detection in Complex Scenes Based on Attention-Guided Neural Network

Peng Geng | Hui Xie | ... | Ying Tong
  • Special Issue
  • - Volume 2022
  • - Article ID 3396850
  • - Research Article

Substation Equipment Spare Parts’ Inventory Prediction Model Based on Remaining Useful Life

Bing Tang | Zhenguo Ma | ... | Jianyong Zhang
Mathematical Problems in Engineering
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Acceptance rate11%
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Acceptance to publication28 days
CiteScore2.600
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