This article covers the problem of processing of Big Data that describe process of complex networks and network systems operation. It also introduces the notion of hierarchical network systems combination into associations and conglomerates alongside with complex networks combination into multiplexes. The main types of information flows in complex hierarchical network systems being the basic components of associations and conglomerates are covered.
[1]
Olexandr Polishchuk, Department of Nonlinear Mathematical Analysis, Pidstryhach Institute for Applied Problems of Mechanics and Mathematics, National Academy of Sciences of Ukraine, Lviv, Ukraine.
[2]
Dmytro Polishchuk, Department of International Communications, Computer Center of Lviv Railway, Lviv, Ukraine.
[3]
Maria Tyutyunnyk, Department of Nonlinear Mathematical Analysis, Pidstryhach Institute for Applied Problems of Mechanics and Mathematics, National Academy of Sciences of Ukraine, Lviv, Ukraine.
[4]
Mykhailo Yadzhak, Department of Nonlinear Mathematical Analysis, Pidstryhach Institute for Applied Problems of Mechanics and Mathematics, National Academy of Sciences of Ukraine, Lviv, Ukraine.
Complex System, Network, Multiplex, Association, Conglomerate, Continuous Monitoring, Big Data, Data Processing
[1]
Polishchuk D., Polishchuk O., and Yadzhak M. “Complex evaluation of hierarchically-network systems”, Automatic Control and Information Sciences, vol. 2, no. 2, pp. 32-44, 2014.
[2]
Neng Chiu H., “The integrated logistics management system: a framework and case study”, International Journal of Physical Distribution & Logistics Management, vol. 25, no. 6, pp. 4-22, 1995.
[3]
Berners-Lee T. et all, “World-Wide Web: the information universe”, Internet Research, vol. 20, no. 4, pp. 461-471, 2010.
[4]
Marsan G. A., Bellomo N., and Egidi M., “Towards a mathematical theory of complex socio-economical systems by functional subsystems representation”, Kinetic and Related Models, vol. 1, no. 2, pp. 249-278, 2008.
[5]
Rajan R. G. and Zingales L., “Financial systems, industrial structure, and growth”, Oxford review of economic Policy, vol. 17, no. 4, pp. 467-482, 2001.
[6]
Scott A. J. and Storper M. “Regions, globalization, development”, Regional studies, vol. 41 (S1), pp. 191-205, 2007.
[7]
Polishchuk O., Polishchuk D., Tyutyunnyk M., Yadzhak M. “Issues of regional development and evaluation problems”, AASCIT Communications, vol. 2, no. 3, pp. 115-120, 2015.
[8]
Buldyrev S. et all. “Catastrophic cascade of failures in interdependent networks”, Nature, vol. 464(15), pp. 1025–1028, 2010.
[9]
Weart S. R. and Weart S. R. Nuclear fear: A history of images, Harvard University Press, 2009.
[10]
Blanchard B. S. and Fabrycky W. J., Systems engineering and analysis (Vol. 4), Englewood Cliffs, New Jersey: Prentice Hall, 1990.
[11]
Isermann R., Fault-diagnosis applications: model-based condition monitoring: actuators, drives, machinery, plants, sensors, and fault-tolerant systems, Springer Science & Business Media, 2011.
[12]
Tong C. and Sriram D., Artificial Intelligence in Engineering Design: Volume III: Knowledge Acquisition, Commercial Systems, And Integrated Environments, Elsevier, 2012.
[13]
Barabási A.-L., Frangos J. Linked: the new science of networks science of networks, Basic Books, 2014.
[14]
Boccatti S. et all. “Complex networks: structure and dynamics”, Physics Reports, vol. 424, pp. 175-308, 2006.
[15]
Bornholdt S. and Schuster H. G. Handbook of Graphs and Networks: From the Genome to the Internet, Jon Wiley & Sons, 2006.
[16]
Dorogovtsev S. N. and Mendes J. F. F. Evolution of Networks: From Biological Nets to the Internet and WWW, Oxford University Press, 2013.
[17]
Newman M., Barabasi A.-L., and Watts D. J. The structure and dynamics of networks, Princeton University Press, 2006.
[18]
Babak F. and Naghmeh M. “Growing Multiplex Networks with Arbitrary Number of Layers”, arXiv:1506.06278v1 [physics.soc-ph], 20 Jun 2015.
[19]
Polishchuk D., Polishchuk O., and Yadzhak M. “Complex deterministic evaluation of hierarchically-network systems: I. Methods description”, System Research and Information Technologies, vol. 1, pp. 21-31, 2015.
[20]
Mayer-Schönberger V. and Kenneth C. Big data: A revolution that will transform how we live, work, and think, Houghton Mifflin Harcourt, 2013.
[21]
UNESCO Statistical Year-book, 1995.
[22]
Polishchuk, D. O. "Evaluation of ukrainian railway equipment condition", Science and Transport Progress. Bulletin of Dnipropetrovsk National University of Railway Transport, vol. 41, pp. 203-211, 2012.
[23]
Polishchuk D., Polishchuk O., and Yadzhak M. “Complex deterministic evaluation of hierarchically-network systems: I. Aggregated evaluation”, System Research and Information Technologies, vol. 4, pp. 20-31, 2015.
