A Systematic Review and Classification of HPC-Related Emerging Computing Technologies
Tallennettuna:
| Julkaisussa: | Electronics vol. 14, no. 12 (2025), p. 2476-2519 |
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| Päätekijä: | |
| Muut tekijät: | , , , , |
| Julkaistu: |
MDPI AG
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| Aiheet: | |
| Linkit: | Citation/Abstract Full Text + Graphics Full Text - PDF |
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| 001 | 3223909334 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 2079-9292 | ||
| 024 | 7 | |a 10.3390/electronics14122476 |2 doi | |
| 035 | |a 3223909334 | ||
| 045 | 2 | |b d20250101 |b d20251231 | |
| 084 | |a 231458 |2 nlm | ||
| 100 | 1 | |a Arianyan Ehsan |u ICT Research Institute, Tehran 14155-3961, Iran | |
| 245 | 1 | |a A Systematic Review and Classification of HPC-Related Emerging Computing Technologies | |
| 260 | |b MDPI AG |c 2025 | ||
| 513 | |a Literature Review | ||
| 520 | 3 | |a In recent decades, access to powerful computational resources has brought about a major transformation in science, with supercomputers drawing significant attention from academia, industry, and governments. Among these resources, high-performance computing (HPC) has emerged as one of the most critical processing infrastructures, providing a suitable platform for evaluating and implementing novel technologies. In this context, the development of emerging computing technologies has opened up new horizons in information processing and the delivery of computing services. In this regard, this paper systematically reviews and classifies emerging HPC-related computing technologies, including quantum computing, nanocomputing, in-memory architectures, neuromorphic systems, serverless paradigms, adiabatic technology, and biological solutions. Within the scope of this research, 142 studies which were mostly published between 2018 and 2025 are analyzed, and relevant hardware solutions, domain-specific programming languages, frameworks, development tools, and simulation platforms are examined. The primary objective of this study is to identify the software and hardware dimensions of these technologies and analyze their roles in improving the performance, scalability, and efficiency of HPC systems. To this end, in addition to a literature review, statistical analysis methods are employed to assess the practical applicability and impact of these technologies across various domains, including scientific simulation, artificial intelligence, big data analytics, and cloud computing. The findings of this study indicate that emerging HPC-related computing technologies can serve as complements or alternatives to classical computing architectures, driving substantial transformations in the design, implementation, and operation of high-performance computing infrastructures. This article concludes by identifying existing challenges and future research directions in this rapidly evolving field. | |
| 653 | |a Cryptography | ||
| 653 | |a Transformations (mathematics) | ||
| 653 | |a Quantum computing | ||
| 653 | |a Software | ||
| 653 | |a Data processing | ||
| 653 | |a Artificial intelligence | ||
| 653 | |a Hardware | ||
| 653 | |a Communication | ||
| 653 | |a Cloud computing | ||
| 653 | |a Programming languages | ||
| 653 | |a Interdisciplinary aspects | ||
| 653 | |a Classification | ||
| 653 | |a Statistical methods | ||
| 653 | |a Algorithms | ||
| 653 | |a Statistical analysis | ||
| 653 | |a Energy consumption | ||
| 653 | |a High performance computing | ||
| 653 | |a Systematic review | ||
| 653 | |a Technology | ||
| 653 | |a Literature reviews | ||
| 700 | 1 | |a Gholipour Niloofar |u Department of Software and IT Engineering, École de Technologie Supérieure, University of Quebec, Montreal, QC H3C 1K3, Canada | |
| 700 | 1 | |a Maleki Davood |u ICT Research Institute, Tehran 14155-3961, Iran | |
| 700 | 1 | |a Ghorbani Neda |u ICT Research Institute, Tehran 14155-3961, Iran | |
| 700 | 1 | |a Sepahvand Abdolah |u Department of Computer Engineering, Amirkabir University of Technology, Hafez, Tehran 15875-4413, Iran | |
| 700 | 1 | |a Goudarzi Pejman |u ICT Research Institute, Tehran 14155-3961, Iran | |
| 773 | 0 | |t Electronics |g vol. 14, no. 12 (2025), p. 2476-2519 | |
| 786 | 0 | |d ProQuest |t Advanced Technologies & Aerospace Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3223909334/abstract/embedded/6A8EOT78XXH2IG52?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text + Graphics |u https://www.proquest.com/docview/3223909334/fulltextwithgraphics/embedded/6A8EOT78XXH2IG52?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3223909334/fulltextPDF/embedded/6A8EOT78XXH2IG52?source=fedsrch |