A.A. Zatsarinny – Dr.Sc.(Eng.), Professor, 

Deputy Director of FRC «Computer Science and Control» of RAS (Moscow)

E-mail: azatsarinny@frccsc.ru

V.A. Kondrashev – Ph.D.(Eng.), 

Deputy Director of FRC «Computer Science and Control» of RAS (Moscow)

E-mail: vkondrashev@frccsc.ru

A.A. Sorokin – Ph.D.(Eng.), Main Research Scientist, 

Computing Center of FEBRAS (Khabarovsk)

E-mail: alsor@febras.net

The article discusses the issues of design digital platform for research – effective tool for research management including scientific equipment using for a wide range of research teams and industrial consumers. Analysis of research services that can be hosted on digital platforms shows that a whole series of research services, related to mathematical modeling and artificial intelligence, are a consolidated services and requires high-performance calculations on certain stages of the execution. Therefore, it seems promising to provide within the digital platform management tools of determinate research services with using a hybrid-computing environment for high-performance computing.

Based on the proposed information objects for descriptions of determinate research services, allowing to describe consolidated services the article presents developed management algorithms for service-oriented processes for description, provision and execution of determinate research services in hybrid computing environments of digital platforms. The developed algorithms can be used in digital platforms for research.

Zatsarinny A.A., Kondrashev V.A., Sorokin A.A. Algorithms for managing service-oriented processes of determinate research services in hybrid computing environments of digital platforms. Highly Available Systems. 2020. V. 16. № 3. P. 5−17. DOI: 10.18127/j20729472-202003-01. (In Russian).

1. Zatsarinnyi A.A., Kiselev E.V., Kozlov S.V., Kolin K.K. Informatsionnoe prostranstvo tsifrovoi ekonomiki Rossii. Kontseptualnye osnovy i problemy formirovaniya. M.: FITs IU RAN; OOO «NIPKTs Voskhod-A». 2018. 236 s. (In Russian).
2. Zatsarinnyi A.A., Volovich K.I., Kondrashev V.A. Metodologicheskie voprosy upravleniya nauchnymi servisami nauchnykh i obrazovatelnykh organizatsii rossiiskoi federatsii. Sb. trudov XXIII Mezhdunar. nauchno-tekhnich. konf. «Radiolokatsiya, navigatsiya, svyaz». V 3-kh tomakh. 2017. S. 7−14. (In Russian).
3. Zatsarinnyi A.A., Kondrashev V.A., Suchkov A.P. Sistema nauchnykh servisov kak aktualnyi komponent nauchnykh issledovanii. Sistemy i sredstva informatiki. 2019. T. 29. № 1. S. 25−40. (In Russian).
4. Kondrashev V.A. Arkhitektura sistemy predostavleniya servisov tsifrovoi platformy dlya nauchnykh issledovanii. Sistemy i sredstva informatiki. 2018. T. 28. № 3. S. 131−140. (In Russian).
5. Kim Clark Microservices, SOA, and APIs: Friends or enemies?. IBM developerWorks. 2016. [Elektronnyi resurs]. URL = https://developer.ibm.com/depmodels/cloud/ tutorials/1601_clark-trs/ (data obrashcheniya 11.03.2020).
6. Peter Mell, Timothy Grance NIST SP 800-145. The NIST Definition of Cloud Computing. Recommendations of the National Institute of Standards and Technology. Gaithersburg. September 2011. 7 r. [Elektronnyi resurs]. URL = https://nvlpubs.nist.gov/nistpubs/ Legacy/SP/nistspecialpublication800-145.pdf (data obrashcheniya 31.01.2018).
7. Sam Newman Building Microservices: Designing Fine-Grained Systems. O’Reilly Media. 2015. 262 p.
8. Gigi Sayfan Hands-On Microservices with Kubernetes: Build, deploy, and manage scalable microservices on Kubernetes. Packt Publishing. 2019. 502 p.
9. Kim Clark, Tony Curcio, Nick Glowacki      Agile      integration           architecture.         IBM.      2018.     73 p.      [Elektronnyi          resurs]. URL = https://www.ibm.com/downloads/cas/J7E0VLDY (data obrashcheniya 11.03.2019).
10. Kim Clark Comparing web APIs with service-oriented architecture and enterprise application integration. IBM Developer. 2015. [Elektronnyi resurs]. URL = https://developer.ibm.com/technologies/web-development/articles/comparing-web-apis-with-serviceoriented-architecture-and-enterprise-application-integration/ (data obrashcheniya 11.03.2019).
11. Zatsarinny A.A., Gorshenin A.K., Kondrashev V.A., Volovich K.I., Denisov S.A. Toward high performance solutions as services of research digital platform. Proc. of the 13th International Symposium «Intelligent Systems». INTELS 2018. 2019. P. 622−627.
12. Zatsarinny A.A., Kondrashev V.A., Sorokin A.A. Approaches to the organization of the computing process of a hybrid high-performance computing cluster in the digital platform environment. CEUR Workshop Proceedings ITHPC 2019 – Short Paper Proceedings of the 5th International Conference on Information Technologies and High-Performance Computing. 2019. P. 12−16.
13. Kondrashev V.A., Volovich K.I. Upravlenie servisami tsifrovoi platformy na primere uslugi vysokoproizvoditelnykh vychislenii. Materialy Mezhdunar. nauchnoi konf. «Matematicheskoe modelirovanie i informatsionnye tekhnologii v inzhenernykh i biznes-prilozheniyakh». 2018. S. 217−223. (In Russian).
14. Zatsarinnyi A.A., Kondrashev V.A., Sorokin A.A., Denisov S.A. Metody konsolidatsii nauchnykh servisov. Materialy elektronnoi tekhniki. 2019. T. 22. № 4. (In Russian).
15. Zatsarinnyi A.A., Garanin A.I., Kondrashev V.A., Volovich K.I., Malkovskii S.I. Otsenka nadezhnosti gibridnogo vysokoproizvoditelnogo vychislitelnogo kompleksa pri reshenii nauchnykh zadach. Sistemy i sredstva informatiki. 2019. T. 29. № 2. S. 135−147. (In Russian).
16. Volovich K.I., Denisov S.A., Shabanov A.P., Malkovsky S.I. Aspects of the assessment of the quality of loading hybrid high-performance computing cluster. CEUR Workshop Proceedings. 2019. V. 2426. P. 7−11.
17. Volovich K.I., Denisov S.A., Malkovskii S.I. Osnovnye nauchno-tekhnicheskie problemy primeneniya gibridnykh vysokoproizvoditelnykh vychislitelnykh kompleksov v materialovedenii. Materialy elektronnoi tekhniki. 2019. T. 22. № 4. (In Russian).
18. Polozhenie o TsKP «Informatika». [Elektronnyi resurs]. URL = http://www.frccsc.ru/ckp (data obrashcheniya 11.03.2020). (In Russian).