Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers
Recently, supercomputers and high-performance computing (HPC) have caused significant progress in many fields, including industrial and research fields of artificial intelligence, data science, big data, Internet of Things, as well as large scale web applications. Regarding this characteristic, the...
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| Language: | English |
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University of science and culture
2022-07-01
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| Series: | International Journal of Web Research |
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| Online Access: | https://ijwr.usc.ac.ir/article_164091_c46e8e11b0cc1b03c1db1a7c695e5cac.pdf |
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| author | Davood Maleki Mohammad Reza Ahmadi Alireza Mansouri Ehsan Arianyan |
| author_facet | Davood Maleki Mohammad Reza Ahmadi Alireza Mansouri Ehsan Arianyan |
| author_sort | Davood Maleki |
| collection | DOAJ |
| description | Recently, supercomputers and high-performance computing (HPC) have caused significant progress in many fields, including industrial and research fields of artificial intelligence, data science, big data, Internet of Things, as well as large scale web applications. Regarding this characteristic, the supercomputer field becomes one of the strategic issues in developed and developing countries. Successful HPC development requires a robust infrastructure that effectively depends on a multidimensional policy and roadmap, covering all aspects of HPC services. In this regard, a comprehensive roadmap is necessary to design and achieve high-performance computing services. This paper proposes a comprehensive roadmap focusing on several strategic areas, including research activities, infrastructure and platforms, data processing, standard regulations, applied services, and business development. The roadmap follows an evolutionary strategy where strategic regions evolve in parallel. Also, in this paper, the Supercomputing Development Readiness Indicators (SDRI) inspired by the "Network Readiness Indicators" (NRI) are presented and the proposed roadmap uses them. The proposed roadmap is then compared with two other hypothetical roadmaps with the timing and priority of different strategic areas in terms of progress and completion time. Evaluation of the proposed roadmap based on the SDRI specification shows the effectiveness of the proposed method in creating and developing the services of a petaflops scale supercomputer. |
| format | Article |
| id | doaj-art-ef9e1c25d8a749ca89dfd02cf6ee9d7b |
| institution | Kabale University |
| issn | 2645-4343 |
| language | English |
| publishDate | 2022-07-01 |
| publisher | University of science and culture |
| record_format | Article |
| series | International Journal of Web Research |
| spelling | doaj-art-ef9e1c25d8a749ca89dfd02cf6ee9d7b2025-01-04T08:15:24ZengUniversity of science and cultureInternational Journal of Web Research2645-43432022-07-015291810.22133/ijwr.2022.371265.1144Designing Development Readiness Indicators and Roadmap for Petaflops Scale SupercomputersDavood Maleki0https://orcid.org/0000-0002-2182-4856Mohammad Reza Ahmadi1Alireza Mansouri 2https://orcid.org/0000-0003-1953-5761Ehsan Arianyan3IT Faculty, ICT Research Institute, Tehran, IranIT Faculty, ICT Research Institute, Tehran, IranIT Faculty, ICT Research Institute, Tehran, IranIT Faculty, ICT Research Institute, Tehran, IranRecently, supercomputers and high-performance computing (HPC) have caused significant progress in many fields, including industrial and research fields of artificial intelligence, data science, big data, Internet of Things, as well as large scale web applications. Regarding this characteristic, the supercomputer field becomes one of the strategic issues in developed and developing countries. Successful HPC development requires a robust infrastructure that effectively depends on a multidimensional policy and roadmap, covering all aspects of HPC services. In this regard, a comprehensive roadmap is necessary to design and achieve high-performance computing services. This paper proposes a comprehensive roadmap focusing on several strategic areas, including research activities, infrastructure and platforms, data processing, standard regulations, applied services, and business development. The roadmap follows an evolutionary strategy where strategic regions evolve in parallel. Also, in this paper, the Supercomputing Development Readiness Indicators (SDRI) inspired by the "Network Readiness Indicators" (NRI) are presented and the proposed roadmap uses them. The proposed roadmap is then compared with two other hypothetical roadmaps with the timing and priority of different strategic areas in terms of progress and completion time. Evaluation of the proposed roadmap based on the SDRI specification shows the effectiveness of the proposed method in creating and developing the services of a petaflops scale supercomputer.https://ijwr.usc.ac.ir/article_164091_c46e8e11b0cc1b03c1db1a7c695e5cac.pdfhpc servicesroadmapstrategic domaincoevolutionar |
| spellingShingle | Davood Maleki Mohammad Reza Ahmadi Alireza Mansouri Ehsan Arianyan Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers International Journal of Web Research hpc services roadmap strategic domain coevolutionar |
| title | Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers |
| title_full | Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers |
| title_fullStr | Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers |
| title_full_unstemmed | Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers |
| title_short | Designing Development Readiness Indicators and Roadmap for Petaflops Scale Supercomputers |
| title_sort | designing development readiness indicators and roadmap for petaflops scale supercomputers |
| topic | hpc services roadmap strategic domain coevolutionar |
| url | https://ijwr.usc.ac.ir/article_164091_c46e8e11b0cc1b03c1db1a7c695e5cac.pdf |
| work_keys_str_mv | AT davoodmaleki designingdevelopmentreadinessindicatorsandroadmapforpetaflopsscalesupercomputers AT mohammadrezaahmadi designingdevelopmentreadinessindicatorsandroadmapforpetaflopsscalesupercomputers AT alirezamansouri designingdevelopmentreadinessindicatorsandroadmapforpetaflopsscalesupercomputers AT ehsanarianyan designingdevelopmentreadinessindicatorsandroadmapforpetaflopsscalesupercomputers |