Recent Advances in AI-based Mobile Multimedia Computing for Data-Smart Processing

  in Special Issue   Posted on March 21, 2020

Information for the Special Issue

Submission Deadline: Sat 20 Jun 2020
Journal Impact Factor : 2.516
Journal Name : Computer Networks
Journal Publisher:
Website for the Special Issue: https://www.journals.elsevier.com/computer-networks/call-for-papers/recent-advances-in-ai-based-mobile-multimedia-computing
Journal & Submission Website: https://www.journals.elsevier.com/computer-networks

Special Issue Call for Papers:

Overview

Mobile multimedia computing is becoming more and more critical in the area of wireless communication. In the face of increasingly complex tasks, the scale of multimedia data has become massive. Obviously, the real time data processing is the major problem for mobile multimedia computing. In recent years, deep learning has made significant breakthroughs in many areas of artificial intelligence, including CNN, RNN, and GAN. However, the traditional model needs uploading and handling data at the cloud end, which cannot meet the requirements of timeliness and mobility.

Edge computing is proposed as a new computing paradigm where resources like computation and storage are placed closer to data and information source. On the one hand, edge computing helps cloud to extend its services to the edge of the network, which improves the response time and user experience. On the other hand, the developing of the mobile app leads to the huge amount of data generated on the user side, and there are also a lot of smart devices available, it is a natural way to process data on edge. In a word, edge computing paradigm greatly saves the bandwidth of the backbone network and improves the end-to-end latency. It brings new possibilities for complex applications, intelligent services, novel security, and privacy solutions, especially for the researches, which depend on the huge amount of data.

We aim to point out that mobile multimedia computing shall be paid attention to use edge computing. It means that all the mobile devices that can handle multimedia data for smart processing. This special issue focuses on recent advances in architecture, algorithms, Optimization, and models for AI-based Mobile Multimedia Computing for Data-Smart Processing. Original, unpublished contributions and invited articles, reflecting various aspects of mobile computing are encouraged.

The topics of interest for the special issue include, but are not limited to:

  • AI-based Mobile multimedia networking framework
  • AI-based Fault tolerance/Formal Verification/Testing under mobile multimedia computing
  • AI-based Algorithms, schemes, and techniques in mobile multimedia computing systems
  • AI-based Parallel computing in mobile multimedia computing systems
  • AI-based Optimization and distributed control of mobile multimedia
  • AI-based Large-scale data analysis for mobile multimedia
  • AI-based Distributed infrastructures, parallelization for mobile multimedia computing
  • AI-based Resource allocation and scheduling
  • AI-based Data management and preprocessing
  • AI-based Security and privacy in mobile multimedia computing systems
  • Surveys of AI-based mobile multimedia computing

Important Dates:

Paper submission due: June 20, 2020

First notification: Aug 20, 2020

Revision: Sep 20, 2020

Final decision: Dec 15, 2020

Publication date: Feb 2021

Submission Guideline

Submitted papers should present original, unpublished work, relevant to one of the topics of the Special Issue. All submitted papers will be evaluated on the basis of relevance, significance of contribution, technical quality, and quality of presentation, by at least three independent reviewers (the papers will be reviewed following standard peer-review procedures of the Journal). Manuscripts are requested according to the Guide for Authors available from the online submission page of the COMPUTER NETWORKS at https://www.evise.com/profile/#/COMNET/login. We invite the prospective authors to submit their manuscript, via the online submission system in the main journal page. Please make sure you mention in your cover letter that you are submitting to this special issue.

Guest Editor

Prof. Honghao Gao, Shanghai University, China/Central Michigan University, USA

Dr. Walayat Hussain, University of Technology Sydney, Australia.

Prof. Yuyu Yin, Hangzhou Dianzi University, China

Prof. Wenbing Zhao,Cleveland State University, USA

Dr. Muddesar Iqbal, London South Bank University, UK.

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