About Scaling of Controlling Information System of Industrial Complex by Streamlining of Big Data Arrays in Compliance with Hierarchy of the Present Lifeworlds

Abstract

This article discusses the problem of scaling the control information system. Some new type of horizontal scaling of big data array is offered. It consists in structuring of this array in compliance with hierarchy of lifeworlds (Lebenswelt), which become distinguishable in the paradigm of large-scale system. Processes of the "lower" lifeworlds can be so slow that won't be caught by strategic analysis and design instruments of "top" lifeworlds. However, these processes can give some delayed cumulative effect called "black swan effect". The complex formation algorithms recreating the logic of the interconnection of industrial enterprise subsystems are presented. The bases of the choice of temporary horizon extension for large-scale system strategic planning are given.

Black swan: bibliometric analysis and development of research agenda

“…A bibliometric analysis would provide a snapshot of the literature and performing the analysis would be the starting point to develop a research agenda to drive future research. 2014;Jebari, 2015;Jore et al, 2018;Lakshmi, 2018;Lee and Su, 2010;Lindaas and Pettersen, 2016;Loizzo et al, 2015;de Loo and Davis, 2003;Luria et al, 2017;Makridakis and Taleb, 2009;Maslen and Hayes, 2016;Mefford et al, 2017;Millett, 2010;Mueller and Stewart, 2016;Nafday, 2009;Ndubisi et al, 2016;Oh and Lee, 2017;Olivares-Aguila and ElMaraghy, 2020;de Palma et al, 2014;Payzan-LeNestour, 2018;Perera et al, 2018;Pilkington and Meredith, 2009;Reut et al, 2019;van Rijmenam et al, 2019;Schurr et al, 2014;Sengar et al, 2017;Sniedovich, 2012;Taleb and Dearlove, 2009;Vetter and Vetter, 2019;Wardman and Mythen, 2016;Wells et al, 2017;Werther, 2013;Zafft, 2012;Zaman et al, 2019) falling under the timespan from 1997 to 2020 (articles published till 30 April 2020). The full record of the articles bibliographical information was downloaded in BibTex format for further use in analysis using R package and VOSviewer.…”

“…On the other hand, the article by Henderson, 1997 discussed the importance of organisation to analyse the environment and emphasised on the need for continuous learning for efficient environmental analysis. Further, these two articles provided further direction for Source(s): Analysis of Bibliographic Data from SCOPUS using R Bibliometrix package (Akkermans and Van Wassenhove, 2013;Fink et al, 2009;de Loo and Davis, 2003;Mefford et al, 2017;Ndubisi et al, 2016;de Palma et al, 2014;Payzan-LeNestour, 2018;Reut et al, 2019). Table 4 provides the list of top 10 articles based on the total citations.…”

The smart technologies application for the product life-cycle management in modern manufacturing systems

“…Each part of the process is recorded and calculated using computers, but more often it happens that these systems are not integrated amongst themselves. Big Data is neatly collected and stored in different databases for the usage by department employees, while this information could work daily for the company [7][8][9].…”