Hinojosa-Palafox, E. A., Rodríguez-Elías, O. M., Hoyo-Montaño, J. A., Pacheco-Ramírez, J. H., & Nieto-Jalil, J. M. (2021). An analytics environment architecture for industrial cyber-physical systems big data solutions. Sensors (Basel, Switzerland), 21(13). https://doi.org/10.3390/s21134282 This journal article discusses the design of analytics Big Data solutions for the modeling of data elements, predictive analysis, inference of the key performance indicators, and real-time analytics.
Wang, Y., & Kogan, A. (2020). Cloud-based in-memory columnar database architecture for continuous audit analytics. Journal of Information Systems, 34(2), 87–107. https://doi.org/10.2308/isys-52531 This journal article proposes a conceptual framework for applying the in-memory columnar database systems to support high-speed continuous audit analytics.
Vyakaranam, B., Etingov, P. V., Wang, H., Li, X., Elizondo, M. A., Zarzhitsky, D. V., Samaan, N. A., Tbaileh, A., Agrawal, U., Chen, Y., Nguyen, T. B., Nguyen, Q., Davis, S., & Chalishazar, V. (2020). Database management module framework for dynamic contingency analysis and visualization [Conference Paper]. 2020 IEEE Power & Energy Society General Meeting (PESGM), 1–5. https://doi.org/10.1109/PESGM41954.2020.9281566 This conference paper demonstrates the use of a DBM framework with interactive analytics and visualization for dynamic contingency analysis and visualization.
Zhang, J., Porwal, S., & Eaton, T. V. (2020). Data preparation for CPAs: Extract, transform, and load. Journal of Accountancy, 1–17. This journal article discusses data preparation for analytics and visualizations. It discusses the cleaning, joining, and loading of the dataset for analytics or visualization tools.
Lucidchart.com (n.d.). How to make a data flow diagram [Tutorial]. This tutorial describes how to create a data flow diagram to show the movement of data throughout an organization’s business processes.