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 9692047
  • - Research Article

Regional Financial Economic Data Processing Based on Distributed Decoding Technology

HuiLi Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 1651288
  • - Research Article

A Semantic Model of Internet of Things for Intelligent Translation and Learning

Nan Wei
  • Special Issue
  • - Volume 2022
  • - Article ID 4323308
  • - Research Article

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

Lin Yu | Jianbing Yin | Wei Qiao
  • Special Issue
  • - Volume 2022
  • - Article ID 9585386
  • - Research Article

Increase in Suspended Sediment Contents by a Storm Surge in Southern Bohai Sea, China

Yongqiang Zhang | Yongfu Sun | ... | Wanjun Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 2893486
  • - Research Article

Effects and Appraisal of Grain Subsidy Policy Based on Statistical Analysis

Xiaoya Hu
  • Special Issue
  • - Volume 2022
  • - Article ID 3624360
  • - Research Article

Construction of a Multimedia Education Resource Security Model Based on Multistage Integration

Lina Yuan
  • Special Issue
  • - Volume 2022
  • - Article ID 6989785
  • - Research Article

A Two-Level Integrated Scheduling Strategy for Vehicle-Network Synergy considering New Energy Consumption

Yifei Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 9571424
  • - Research Article

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

Zhao Zhao | Xiaqing Zhong | Yuqing Zhu
  • Special Issue
  • - Volume 2022
  • - Article ID 6936335
  • - Research Article

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

Fengtao Liu | Jialei Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 2702325
  • - Research Article

The Network Transmission Path Risk Assessment and Application of Chemical Substances in Toys

Sainan Zhang | Yuncai Ning
Mathematical Problems in Engineering
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Acceptance rate12%
Submission to final decision157 days
Acceptance to publication34 days
CiteScore2.600
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