Special Issue "High Performance Computing for AI Applications"

A special issue of Future Internet (ISSN 1999-5903). This special issue belongs to the section "Big Data and Augmented Intelligence".

Deadline for manuscript submissions: 20 December 2022 | Viewed by 209

Special Issue Editor

Prof. Dr. Vijayakumar Varadarajan
E-Mail Website
Guest Editor
1. School of Computer Science and Engineering, The University of New South Wales, Sydney, NSW 2052, Australia
2. School of NUOVOS, Ajeenkya D Y Patil University, Pune 412105, Maharashtra, India
Interests: detection system; network security; intrusion detection system; machine learning
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

Computers have evolved significantly over the past decade. Multi-core and many-core computers and computer clusters are ubiquitous today, making every processor a parallel computer. The easy gains of the past, e.g., sequential applications getting faster due to increased performance and clock frequencies on newer processors, are gone. Any performance gains for applications must be realized through the use of parallelism across multi-core processors. It is imperative to adapt or re-develop smart AI-based applications with explicit parallelization.
In this Special Issue, we invite original and unpublished submissions which discuss the development of high-performance computing. This includes adapting commercial tools to run on small- or medium-scale parallel computers and massive scenario analysis on tens of thousands of computer cores. Pilot projects, demonstration or field application experiences, and HPC benefit analyses will also be given consideration for publication. Computing aspects should be specifically addressed in the paper to be aligned with the scope of this special issue. 

Topics of interest for this Special Issue include, but are not limited to:

  • Artificial intelligence and data science;
  • Advances in information security and networking;
  • Intelligent health informatics;
  • Emerging technologies in education;
  • Recent trends in software engineering;
  • Computing architectures for AI applications;
  • Real-time operation and planning of smart systems;
  • Applications of computing platforms (shared memory, distributed memory, cloud computing, etc.) in smart applications;
  • Role of visualization in converting large data to information.

Prof. Dr. Vijayakumar Varadarajan
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Future Internet is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Published Papers

This special issue is now open for submission.
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