ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
Menu

9
Issue
vol 64 / September, 2021
Article

DOI 10.17586/0021-3454-2017-60-5-440-446

UDC 681.3

ENERGY-EFFICIENT HETEROGENEOUS MULTIPROCESSOR HARDWARE AND SOFTWARE COMPLEX

Y. L. Leokhin
National Research University Higher School of Economics, Moscow Institute of Electronics and Mathematics; Professor


I. N. Dvoretsky
National Research University Higher School of Economics, Moscow Institute of Electronics and Mathematics; Researcher


Read the full article 

Abstract. Harnessing of hybrid servers with heterogeneous architecture and computing modules consisting of universal processors, programmable logic integrated circuits, and graphic processors is discussed. The use of heterogeneous architecture is reported to allow to improve efficiency of the solutions of the tasks realized in data processing centers such as web applications, search and indexing of data bulks, hosting of physical and virtual servers, routing, parallel and "cloudy" computation. Results of evaluation of the effectiveness of several applied problems with parallel computing are provided, the problems include: matrix multiplication; operations with big data; search of substrings in data stream in real time on the template which show efficiency of the use of heterogeneous hardware computing environments for their solution. The architecture of heterogeneous multiprocessor hardware and software (MHS) constructed on the basis of an open telecommunication platform and the micro TCA/AMC standard is described; a prototype of the complex has been developed and created in the frames of the project "Development and Organization of Hi-tech Production of Energy Efficient Multiprocessor Hardware-software Server Complexes for the State and Enterprise Information Systems and Data Processing Centers".
Keywords: heterogeneous multiprocessor hardware and software complex, graphic processor, programmable logic integrated circuits, parallel computing, operating systems, embeddable computing systems

References:
  1. EMC Digital Universe with Research & Analysis by IDC. The Digital Universe of Opportunities: Rich Data and the Increasing Value of the Internet of Things, April 2014, http://www.emc.com/ leadership/digital-universe/index.htm.
  2. Pankin A.V. Sistemy i sredstva svyazi, televideniya i radioveshchaniya, 2013, no. 1–2, рр. 79–81. (in Russ.)
  3. Shagurin I., Shaltyrev V., Volov A. Elektronnye komponenty, 2006, no. 5, рр. 83–88. (in Russ.)
  4. Abramov S.M., Dbar S.A., Klimov A.V., Klimov Yu.A., Latsis A.O., Moskovskiy A.A., Orlov A.Yu., Shvorin A.B. Superkomp'yuternye tekhnologii: razrabotka, programmirovanie, primenenie (Supercomputer technologies: development, programming, application), Proc. of the Intern. Sci. and Techn. Conf., Divnomorskoe, Rossiya, 2010, no. 1, рр. 11–21 (in Russ.)
  5.  Dzhoraev A.R. Computer Research and Modeling, 2010, no. 2(2), рр. 163–167. (in Russ.)
  6. Boreskov A.V., Kharlamov A.A. Osnovy raboty s tekhnologiey CUDA (Bases of Work with CUDA Technology), Moscow, 2010, 232 р. (in Russ.)
  7. Salibekyan S.M., Panfilow P.B. Automation and Remote Control, 2012, no. 3(73), рр. 587–595. DOI: 10.1134/S0005117912030174.
  8. Cao Z, Liu XL, Li Q et al. J. of Computer Science and Technology, 2014, no. 29(6), рр. 976–988. DOI 10.1007/s11390-014-1483-0.
  9. Conti F., Marongiu A., Pilkington C., Benini L. J. of Signal Processing Systems, 2016, no. 3(85), рр. 325–340. DOI:10.1007/ s11265-015-1056-7.
  10. Leokhin Yu.L., Zhigunov A.M., Morozov G.V. Kachestvo. Innovatsii. Obrazovanie, 2015, no. 11, рр. 47–58. (in Russ.)
  11. Leokhin Y., Myagkov A., Panfilov P. Proc. of the 26th DAAAM Intern. Symp. on Intelligent Manufacturing and Automation, NY, Curran Associates, Inc., 2015, no. 1, рр. 656–662. DOI: 10.2507/26th.daaam.proceedings.089.
  12. Leokhin Y., Panfilov P. Procedia Engineering, 2015, no. 100, рр. 1696–1705. DOI: 10.1016/j.proeng.2015.01.545.
  13. Leokhin Yu.L., Dvoretskiy I.N., Salibekyan S.M. Sistemnyy administrator, 2013, no. 12(133), рр. 66–68. (in Russ.)
  14. Leokhin Yu.L., Dvoretskiy I.N. Journal of Instrument Engineering, 2013, no. 12 (56), рр. 20–24. (in Russ.)