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Presenting Cloud Business Performance for Manufacturing Organizations

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  • Victor Chang

    (Xi’an Jiaotong-Liverpool University)

Abstract

This paper presents a new concept, Cloud Business Performance (CBP) and describes the method of measurement, data analysis, impacts to manufacturing and case studies about CPB. Three methods can be used for CBP with two case studies illustrated. The first case study presents a small and medium manufacturing enterprise that has adopted backup services for all manufacturing transactions and records. The second case study shows a software manufacturing organization’s forecasting on their business performance and risk. Methods used, results and analysis have been fully justifiable to support the case of CBP for manufacturing organizations. We demonstrate that the use of CBP calculation and prediction analysis is useful for manufacturing organizations that adopt Cloud Computing.

Suggested Citation

  • Victor Chang, 2020. "Presenting Cloud Business Performance for Manufacturing Organizations," Information Systems Frontiers, Springer, vol. 22(1), pages 59-75, February.
    • Handle: RePEc:spr:infosf:v:22:y:2020:i:1:d:10.1007_s10796-017-9798-3
    DOI: 10.1007/s10796-017-9798-3
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    1. Longstaff, Francis A & Schwartz, Eduardo S, 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 113-147.
    2. Ikram Bououd & Sana Rouis Skandrani & Imed Boughzala & Mohamed MAKHLOUF, 2016. "Impact of object manipulation, customization and social loafing on competencies management in 3D Virtual Worlds," Information Systems Frontiers, Springer, vol. 18(6), pages 1191-1203, December.
    3. Jiexun Li & Harry Jiannan Wang & Xue Bai, 2015. "An intelligent approach to data extraction and task identification for process mining," Information Systems Frontiers, Springer, vol. 17(6), pages 1195-1208, December.
    4. Berman, Barry, 2012. "3-D printing: The new industrial revolution," Business Horizons, Elsevier, vol. 55(2), pages 155-162.
    5. Victor Chang & David De Roure & Gary Wills & Robert John Walters, 2011. "Case Studies and Organisational Sustainability Modelling Presented by Cloud Computing Business Framework," International Journal of Web Services Research (IJWSR), IGI Global, vol. 8(3), pages 26-53, July.
    6. Chittaranjan Hota & Shambhu Upadhyaya & Jamal Nazzal Al-Karaki, 2015. "Advances in secure knowledge management in the big data era," Information Systems Frontiers, Springer, vol. 17(5), pages 983-986, October.
    7. Ikram Bououd & Sana Rouis Skandrani & Imed Boughzala & Mohamed Makhlouf, 2016. "Impact of object manipulation, customization and social loafing on competencies management in 3D Virtual Worlds," Post-Print hal-01404392, HAL.
    8. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
    9. Efraim Turban & David King & Jae Kyu Lee & Ting-Peng Liang & Deborrah C. Turban, 2015. "Electronic Commerce," Springer Texts in Business and Economics, Springer, edition 0, number 978-3-319-10091-3, August.
    10. Anastasia Papazafeiropoulou & Konstantina Spanaki, 2016. "Understanding governance, risk and compliance information systems (GRC IS): The experts view," Information Systems Frontiers, Springer, vol. 18(6), pages 1251-1263, December.
    11. V. Kumar & Werner Reinartz, 2018. "Customer Relationship Management," Springer Texts in Business and Economics, Springer, edition 3, number 978-3-662-55381-7, June.
    12. Efraim Turban & David King & Jae Kyu Lee & Ting-Peng Liang & Deborrah C. Turban, 2015. "Implementing EC Systems: From Justification to Successful Performance," Springer Texts in Business and Economics, in: Electronic Commerce, edition 0, chapter 14, pages 645-687, Springer.
    13. Ikram Bououd & Sana Rouis Skandrani & Imed Boughzala & Mohamed Makhlouf, 2016. "Impact of object manipulation, customization and social loafing on competencies management in 3D Virtual Worlds," Grenoble Ecole de Management (Post-Print) hal-01404392, HAL.
    14. Manuel Moreno & Javier Navas, 2003. "On the Robustness of Least-Squares Monte Carlo (LSM) for Pricing American Derivatives," Review of Derivatives Research, Springer, vol. 6(2), pages 107-128, May.
    15. Christof Weinhardt & Arun Anandasivam & Benjamin Blau & Nikolay Borissov & Thomas Meinl & Wibke Michalk & Jochen Stößer, 2009. "Cloud Computing – A Classification, Business Models, and Research Directions," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 1(5), pages 391-399, October.
    16. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    17. Andrew Whitmore & Anurag Agarwal & Li Xu, 2015. "The Internet of Things—A survey of topics and trends," Information Systems Frontiers, Springer, vol. 17(2), pages 261-274, April.
    18. Barras, Richard, 1990. "Interactive innovation in financial and business services: The vanguard of the service revolution," Research Policy, Elsevier, vol. 19(3), pages 215-237, June.
    19. Haluk Demirkan & James C. Spohrer, 2016. "Emerging service orientations and transformations (SOT)," Information Systems Frontiers, Springer, vol. 18(3), pages 407-411, June.
    20. Jahangirian, Mohsen & Eldabi, Tillal & Naseer, Aisha & Stergioulas, Lampros K. & Young, Terry, 2010. "Simulation in manufacturing and business: A review," European Journal of Operational Research, Elsevier, vol. 203(1), pages 1-13, May.
    21. Longstaff, Francis A & Schwartz, Eduardo S, 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach," University of California at Los Angeles, Anderson Graduate School of Management qt43n1k4jb, Anderson Graduate School of Management, UCLA.
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    Cited by:

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    3. Yue, Guo & Tailai, Guo & Dan, Wei, 2021. "Multi-layered coding-based study on optimization algorithms for automobile production logistics scheduling," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
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    5. Paiola, Marco & Schiavone, Francesco & Khvatova, Tatiana & Grandinetti, Roberto, 2021. "Prior knowledge, industry 4.0 and digital servitization. An inductive framework," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    6. Jianjia, He & Gang, Liu & Xiaojun, Tan & Tingting, Li, 2021. "Research on collaborative recommendation of dynamic medical services based on cloud platforms in the industrial interconnection environment," Technological Forecasting and Social Change, Elsevier, vol. 170(C).

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