Systems and Means of Informatics
2018, Volume 28, Issue 4, pp 98-109
ORGANIZATION OF CALCULATIONS IN A HYBRID HIGH-PERFORMANCE COMPUTING CLUSTER FOR PARALLEL EXECUTION OF HETEROGENEOUS TASKS
Abstract
Approaches to provision of computing resources for solving applied and fundamental scientific problems are considered. The article suggests methods and algorithms for adapting and executing user applications on a hybrid computing cluster that uses specialized accelerators to perform calculations. The authors offer solutions for migrating code in high-level languages to the target platform of a hybrid computing cluster, algorithms for providing computing resources in a multitask environment, and methods for creating an adapted execution environment using virtualization technology.
[+] References (11)
- Wu, W., H. Zhang, Zh. Li, and Y. Mao. 2011. Creating a cloud-based life science gateway. e-Science and the Archaeological Frontier: 7th Conference (International) on eScience. Piscataway, NJ: IEEE. 55-61.
- Ding, F., D. Mey, S. Wienke, R. Zhang, and L. Li. 2014. A study on today's cloud rnvironments for HPC applications. 3rd Conference (International) on Cloud Computing and Services Science Proceedings. Berlin, Germany: Springer. 114-127.
- Volkov, S., and O. Sukhoroslov. 2017. Simplifying the use of clouds for scientific computing with Everest. Procedia Comput. Sci. 119:112-120.
- Volovich, K.I., A. A. Zatsarinnyy, V. A. Kondrashev, and A. P. Shabanov. 2017.
O nekotorykh podkhodakh k predstavleniyu nauchnykh issledovaniy kak oblachnogo servisa [Scientific research as a cloud service]. Sistemy i Sredstva Informatiki - System and Means of Informatics 27(1):73-84.
- Zatsarinny, A. A., A. K. Gorshenin, V.A. Kondrashev, and K. I. Volovich. 2017. Sistema upravleniya nauchnymi servisami kak bazovyy servis tsifrovoy platformy dlya nauchnykh issledovaniy [Scientific services management system as a basic service of a digital platform for scientific research]. Tr. 3-y nauchn.-praktich. konf. [3rd Scientific and Practical Conference Proceedings]. Moscow: IPU RAS, NITS "Zhukovsky Institute." 53-64.
- FRC CSC RAS. 2016. Issledovanie voprosov upravleniya rezul'tatami nauchno- issledovatel'skoy deyatel'nosti organizatsiy, podvedomstvennykh FANO Rossii,
i nauchnymi servisami seti TsKP FANO [Research of the issues of managing the results of research activities of organizations subordinate to the FANO of Russia, and the scientific services of the CKP FANO]. Otchet o NIR "Servis-U" [Report on the research work "Service-U"]. 437 p.
- Zatsarinny, A. A., A. K. Gorshenin, K. I. Volovich, K. K. Kolin, V. A. Kondrashev, and P. V. Stepanov. 2017. Upravlenie nauchnymi servisami kak osnova natsional'noy tsifrovoy platformy "Nauka i obrazovanie" [Management of scientific services as the basis of the national digital platform "Science and Education"]. Strategic Priorities 2(14): 103-113.
- Top 500. The list. June 2018. Avaliable at: https://www.top500.org/lists/2018/06/ (accessed July 30, 2018)
- Zatsarinny, A., A. Gorshenin, V. Kondrashev, K. Volovich, and S. Denisov. 2018. Toward high performance solutions as services of research digital platform. 13th Symposium (International) "Intelligent Systems" Abstracts. Eds. K.A. Pupkov and A. I. Diveev. St. Petersburg: LETI. 59-60.
- Zatsarinny, A. A., K. I. Volovich, and V.A. Kondrashev. 2017. Metodologicheskie voprosy upravleniya nauchnymi servisami nauchnykh i obrazovatel'nykh organizatsiy Rossiyskoy Federatsii [Methodological problems of management of Russian Federation scientific and educational organizations science services]. Radiolocation, Navigation, Communication: Collection of Materials of the 23rd Scientific and Technical Conference (International). Voronezh: Velborn. 1:7-14.
- FRC CSC RAS. 2017. Informatsionnye, upravlyayushchie i telekommunikatsionnye sistemy. Ch. 5. Issledovanie nauchno-prakticheskikh voprosov sozdaniya issledova- tel'skoy infrastruktury FITs IU RAN i ee primeneniya dlya predstavleniya nauchnykh servisov [Information, control, and telecommunication systems. Part 5. Research of scientific and practical issues of creating the research infrastructure of FRC CSC RAS and its application for the presentation of scientific services]. Moscow. Technical Report. 7-18.
[+] About this article
Title
ORGANIZATION OF CALCULATIONS IN A HYBRID HIGH-PERFORMANCE COMPUTING CLUSTER FOR PARALLEL EXECUTION OF HETEROGENEOUS TASKS
Journal
Systems and Means of Informatics
Volume 28, Issue 4, pp 98-109
Cover Date
2018-11-30
DOI
10.14357/08696527180410
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
high performance computing; cluster; digital platform; virtualization; computational process control; distributed computing; parallel computing; graphics accelerator; HPC
Authors
K.I. Volovich 
Author Affiliations
Institute of Informatics Problems, Federal Research Center "Computer Science
and Control", Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
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