International Journal of Modern Education and Computer Science (IJMECS)
IJMECS Vol. 11, No. 9, 8 Sep. 2019
Cover page and Table of Contents: PDF (size: 764KB)
Integration of Cyber-Physical Systems in E-Science Environment: State-of-the-Art, Problems and Effective Solutions
Full Text (PDF, 764KB), PP.35-43
Views: 0 Downloads: 0
Author(s)
Index Terms
E-science, cyber-physical systems, integration, big scientific data, smart city, cloud computing, blockchain
Abstract
The implementation of the concept of building an information society implies a widespread introduction of IT in all areas of modern society, including in the field of science. Here, the further progressive development and deepening of scientific research and connections presuppose a special role of e-science. E-science is closely connected with the innovative potential of IT, including the Internet technologies, the Internet of things, cyber-physical systems, which provide the means and solutions to the problems associated with the collection of scientific data, their storage, processing, and transmission. The integration of cyber-physical systems is accompanied by the exponential growth of scientific data that require professional management, analysis for the acquisition of new knowledge and the qualitative development of science. In the framework of e-science, cloud technologies are now widely used, which represent a centralized infrastructure with its inherent characteristic that is associated with an increase in the number of connected devices and the generation of scientific data. This ultimately leads to a conflict of resources, an increase in processing delay, losses, and the adoption of ineffective decisions. The article is devoted to the analysis of the current state and problems of integration of cyber-physical systems in the environment of e-science and ways to effectively solve key problems. The environment of e-science is considered in the context of a smart city. It presents the possibilities of using the cloud, fog, dew computing, and blockchain technologies, as well as a technological solution for decentralized processing of scientific data.
Cite This Paper
Tahmasib Kh. Fataliyev, Shakir A. Mehdiyev, "Integration of Cyber-Physical Systems in E-Science Environment: State-of-the-Art, Problems and Effective Solutions", International Journal of Modern Education and Computer Science(IJMECS), Vol.11, No.9, pp. 35-43, 2019.DOI: 10.5815/ijmecs.2019.09.04
Reference
[1]R. M. Alguliyev, R. G. Alakbarov, T. Kh. Fataliyev, “Electronic science: current status, problems and perspectives,” Problems of information technology, 2015, No. 2, pp. 4–14. DOI: 10.25045/jpit.v06.i2.01.
[2]V. Gunes, et al., “A survey on concepts, applications, and challenges in cyber-physical systems,” KSII Transactions on Internet and Information Systems, 2014, vol. 8, No. 12, pp. 4242-4268.
[3]E. A. Lee, “Cyber-physical systems: Design challenges,” 11th IEEE international symposium on object-oriented real-time distributed computing, 2008, pp. 363-369.
[4]E. A. Lee, and S. A. Seshia, Introduction to embedded systems: A cyber-physical systems approach. MIT Press, 2016.
[5]O. Cardin, “Classification of cyber-physical production systems applications: Proposition of an analysis framework,” Computers in Industry, Elsevier, 2019, 104, pp.11 - 21. DOI: 10.1016/j.compind.2018.10.002.
[6]C. Greer, Cyber-Physical Systems and Internet of Things, NIST Special Publication 1900-202, 2019, p. 52.
[7]M. Chen, J. Wan, F. Li, “Machine-to-machine communications: Architectures, standards and applications,” KSII transactions on internet and information systems, vol. 6, No. 2, 2012, pp. 480-497.
[8]T. Kh. Fataliyev, Sh. A. Mehdiyev. “Analysis and New Approaches to the Solution of Problems of Operation of Oil and Gas Complex as Cyber-Physical System,” International Journal of Information Technology and Computer Science (IJITCS), 2018, vol.10, No.11, pp.67-76, 2018. DOI: 10.5815/ijitcs.2018.11.07.
[9]A. Zanni. “Cyber-physical systems and smart cities,” IBM Big data and analytics, 2015, vol. 20, pp. 1-8.
[10]R. Alguliyev, T. Fataliyev, and Sh. Mehdiyev, “Some issues of application of internet of things in the oil and gas complex,” 6th International Conference on Control and Optimization with Industrial Applications, 2018, vol.1, pp. 46-48.
[11]S. K. Khaitan, and J. D. McCalley, “Design techniques and applications of cyber-physical systems: A survey,” IEEE Systems Journal, vol. 9, no. 2, 2014, pp. 350-365.
[12]S. H. Ahmed, G. Kim, and D. Kim, “Cyber-Physical System: Architecture, Applications and Research Challenges,” 2013 IFIP Wireless Days (WD). IEEE, 2013.pp 1-5.
[13]N. Dey, et al., “Medical cyber-physical systems: A survey,” Journal of medical systems, vol. 42, No. 4, 2018, p. 74.
[14]P. Hehenberger, et al., “Design, modeling, simulation and integration of cyber-physical systems: Methods and applications,” Computers in Industry, vol 82, 2016, pp. 273-279. doi:10.1016/j.compind.2016.05.006.
[15]X. Liang, H. Chen, “The application of CPS in library management: a survey,” Library Hi Tech, 2018, DOI: 10.1108/LHT-11-2017-0234.
[16]G. Werner-Allen, et al., “Fidelity and yield in a volcano monitoring sensor network,” Proceedings of the 7th symposium on Operating systems design and implementation. USENIX Association, 2006, pp. 381-396.
[17]M. M. Rathore, et al., “Real-Time Big Data Analytical Architecture for Remote Sensing Application,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, vol. 10, No. 8, pp. 4610–4621.
[18]G. Mois, S. Teodora, and C. F. Silviu, “A cyber-physical system for environmental monitoring,” IEEE Transactions on Instrumentation and Measurement, 2016, vol. 65, No.6, pp. 1463-1471. DOI: 10.1109/TIM.2016.2526669
[19]V. A. Onufriev, A. S. Sulerova, and V. V. Potekhin, “Cyber-physical systems application for the radio telescope’s adaptive surface control task,” Symp. on Automated Systems and Technologies. Hannover: PZH Verlag. 2016, pp. 51-56.
[20]R. A. Langmann, “A CPS Integration Platform as a Framework for Generic Remote Labs in Automation Engineering,” Cyber-Physical Laboratories in Engineering and Science Education, 2018, pp. 305–329.
[21]T. Kh. Fataliyev, Sh. А. Mehdiyev, “Problems of organization of e-maintenance in a network environment (in azerb.),” I republic scientific-practical conference, of actual problems of software engineering, Baku, 2017, pp. 291-293.
[22]H. S. Ning, H. Liu, “Cyber-physical-social-thinking space-based science and technology framework for the Internet of Things,” Science China Information Sciences, 2015, vol. 58, No. 3, pp. 1-19.
[23]E. Hatziminaoglou, “Virtual observatory: science capabilities and scientific results,” arXiv preprint arXiv: 0911.1878. 2009, Nov 10.
[24]P. Padher, V. M. Rohokale, “A Cyber-Physical System for Environmental Monitoring,” Int J Sensor Networks and Data Communications, 2018, vol.7, issue 2, pp. 154-158. DOI: 10.4172/2090-4886.1000154.
[25]L. Parolini, et al., “A cyber-physical systems approach to data center modeling and control for energy efficiency,” Proceedings of the IEEE, vol. 100, no.1, 2011, pp. 254-268.
[26]T. Nam, T. A. Pardo, “Conceptualizing smart city with dimensions of technology, people, and institutions,” Proceedings of the 12th annual international digital government research conference: digital government innovation in challenging times, ACM, 2011, pp. 282-291.
[27]V. Albino, U. Berardi, and R. M. Dangelico, “Smart Cities: Definitions, Dimensions, Performance, and Initiatives,” Journal of Urban Technology, 2015, Vol. 22, No. 1, 3–21.
[28]“Improving Performance with Integrated Smart Buildings,” http://www.usa.siemens.com/intelligent-infrastructure/assets/pdf/smart-building-white-paper.pdf
[29]R. Atat, et. al., “Big data meet cyber-physical systems: A panoramic survey,” IEEE Access, 2018, vol. 6, pp. 73603-73636. DOI: 10.1109/ACCESS.2018.2878681.
[30]Y. Liu, et al., “Review on cyber-physical systems,” IEEE/CAA Journal of Automatica Sinica, vol. 4, No. 1, 2017, pp. 27-40.
[31]E. Althagafy, M .R. J. Qureshi, “Novel Cloud Architecture to Decrease Problems Related to Big Data,” International Journal of Computer Network and Information Security (IJCNIS), Vol.9, No.2, pp.53-60, 2017. DOI: 10.5815/ijcnis.2017.02.07.
[32]R. G. Alakbarov, F. H. Pashaev, O. R. Alakbarov, “Forecasting Cloudlet Development on Mobile Computing Clouds,” International Journal of Information Technology and Computer Science (IJITCS), 2017, vol. 9, No. 11, pp.23-34. DOI: 10.5815/ijitcs.2017.11.03.
[33]E. S. Jung, R. Kettimuthu, “Challenges and opportunities for data-intensive computing in the cloud,” IEEE Computer, 2014, vol. 47, No 12, pp. 82-85.
[34]D. Linthicum. “Edge Computing vs. Fog Computing: Definitions and Enterprise Uses,” 2018. Online: www.cisco.com/c/en/us/solutions/enterprise-networks/edge -computing.html
[35]F. Bonomi, et al., “Fog computing and its role in the internet of things,” Proceedings of the first edition of the MCC workshop on Mobile cloud computing, 2012, pp. 13-16.
[36]Y. Wang. “Definition and Categorization of Dew Computing,” Open Journal of Cloud Computing (OJCC), 2016, vol. 3, issue 1, pp. 1-7.
[37]Y. Wang, “Cloud-dew architecture,” International Journal of Cloud Computing, 2015, vol. 4, No. 3, pp. 199-210.
[38]Z. Zheng, et al., Blockchain challenges and opportunities: a survey, Work Pap. 2016. pp. 1-25
[39]R. S. Abdullah, M. A. Faizal, “BlockChain: Cryptographic Method in Fourth Industrial Revolution,” International Journal of Computer Network and Information Security (IJCNIS), Vol.10, No.11, pp.9-17, 2018. DOI: 10.5815/ijcnis.2018.11.02
[40]J. Lee, M. Azamfar, J. Singh, “A Blockchain-Enabled Cyber-Physical System Architecture for Industry 4.0 Manufacturing Systems,” Manufacturing Letters, 2019. doi: https://doi.org/10.1016/j.mfglet.2019.05.003
[41]J. Van Rossum, Blockchain for research: Perspectives on a new paradigm for scholarly communication, Digital Science, November 2017.
[42]S. Bartling, “Blockchain for science and knowledge creation,” Gesundheit digital, Springer, Berlin, Heidelberg, 2019, pp.159-180.
[43]https://azsciencenet.az/en/service/1
[44]R. Alakbarov, F. Pashayev, M. Hashimov, “A Model of Computational Resources Distribution among Data Center Users,” IJACT, 2015, vol. 7, No. 2, pp. 01-06.
[45]R. G. Alakbarov, F. H. Pashaev, M. A. Hashimov, “Development of the Model of Dynamic Storage Distribution in Data Processing Centers,” International Journal of Information Technology and Computer Science (IJITCS), 2015, vol.7, no.5, pp.18-24. DOI: 10.5815/ijitcs.2015.05.03.
[46]A. G. Rzayev, et al “Reflection of the geodynamic regime of the Shamakhi-Ismayilli seismogenic zone in local anomalies of the geomagnetic field,” Seismoprognosis observations in the territory of Azerbaijan, 2019, vol. 16, No. 1, pp.7-16.