Special Issue "High Performance Computing for AI Applications"
Deadline for manuscript submissions: 20 December 2022 | Viewed by 209
2. School of NUOVOS, Ajeenkya D Y Patil University, Pune 412105, Maharashtra, India
Interests: detection system; network security; intrusion detection system; machine learning
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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In this Special Issue, we invite original and unpublished submissions which discuss the development of high-performance computing.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
Manuscript Submission Information
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