Implementing Adaptive Data Governance: A Technical Perspective
DOI:
https://doi.org/10.32628/CSEIT25111244Keywords:
Adaptive Data Governance, Enterprise Architecture, Policy Enforcement, Risk Mitigation, Performance OptimizationAbstract
This comprehensive article explores the evolution and implementation of adaptive data governance frameworks in modern enterprises. The article examines critical components, including metadata management, policy enforcement, and monitoring systems across multiple organizational contexts. Through a detailed examination of implementation patterns, security controls, and performance optimization strategies, the article demonstrates the significant impact of adaptive governance on operational efficiency, compliance management, and risk mitigation. The article encompasses technical architecture considerations, implementation frameworks, best practices, and future-proofing strategies, providing insights into successful governance transformations across diverse industry sectors.
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H. M. Wong et al., "The Data Governance: A Comprehensive Literature Review from Professional Viewpoints," Journal of Data Management, vol. 15, no. 4, pp. 234-251, Oct. 2024. Available: https://www.researchgate.net/publication/384893727_The_Data_Governance_A_Comprehensive_Literature_Review_from_Professional_Viewpoints
Capgemini Research Institute, "DATA MASTERY: How data-powered organizations outperform their competitors.” Available: https://www.capgemini.com/wp-content/uploads/2021/09/Report-Data-Mastery-web-version-1.pdf
R. Eichler et al., "Enterprise-Wide Metadata Management: An Industry Case on the Current State and Challenges," Journal of Enterprise Information Management, vol. 34, no. 4, pp. 1127-1149, Jul. 2021. Available: https://www.researchgate.net/publication/352941682_Enterprise-Wide_Metadata_Management_An_Industry_Case_on_the_Current_State_and_Challenges
J. Smith, "The Future of Data Governance: A Shift Towards Data Integrity as a Code," International Journal of Information Management, vol. 74, pp. 102749, Aug. 2023. Available: https://www.researchgate.net/publication/373214510_39The_Future_of_Data_Governance_A_Shift_Towards_Data_Integrity_as_a_Code
I. Alhassan, D. Sammon, and M. Daly, "Data governance activities: an analysis of the literature," Journal of Decision Systems, vol. 25, no. sup1, pp. 64-75, Jun. 2016. Available: https://www.tandfonline.com/doi/full/10.1080/12460125.2016.1187397
R. Abraham, J. Schneider, and J. vom Brocke, "Data Governance: A conceptual framework, structured review, and research agenda," International Journal of Information Management, vol. 49, pp. 424-438, Jul. 2019. Available: https://www.researchgate.net/publication/334653735_Data_Governance_A_conceptual_framework_structured_review_and_research_agenda
T. Ryutov, C. Neuman, and D. Kim, "The Specification and Enforcement of Advanced Security Policies," in Proceedings of the Third International Workshop on Policies for Distributed Systems and Networks, 2002, pp. 128-138. Available: https://www.researchgate.net/publication/220726069_The_Specification_and_Enforcement_of_Advanced_Security_Policies
S. Bhupatiraju, M. A. Bergman, and R. Malley, "Government Analytics Using Machine Learning," in Analytics for a Better World, World Bank Group, 2023, ch. 16. Available: https://thedocs.worldbank.org/en/doc/4f1c2860cabbf9779190ecef849aa4e5-0050042023/original/GAH-CHAPTER-16.pdf
Ping Li & Limin Zhang, "Application of big data technology in enterprise information security management," Scientific Reports, vol. 15, Article no. 1022, Jan. 2025. Available: https://www.nature.com/articles/s41598-025-85403-6
Lewis Golightly et al., "Securing distributed systems: A survey on access control techniques for cloud, blockchain, IoT and SDN," Cyber Security and Applications, vol. 1, pp. 100015, Dec. 2023. Available: https://www.sciencedirect.com/science/article/pii/S2772918423000036
T. Zou et al., "Enterprise Performance Optimization Management Decision-Making and Coordination Mechanism Based on Multiobjective Optimization," Mathematical Problems in Engineering, vol. 2021, Article ID 6674751, Apr. 2021. Available: https://www.researchgate.net/publication/350766921_Enterprise_Performance_Optimization_Management_Decision-Making_and_Coordination_Mechanism_Based_on_Multiobjective_Optimization
P. Soumplis et al., "Performance Optimization Across the Edge-Cloud Continuum: A Multi-agent Rollout Approach for Cloud-Native Application Workload Placement," Journal of Cloud Computing, vol. 13, no. 1, pp. 1-18, Mar. 2024. Available: https://www.researchgate.net/publication/378939214_Performance_Optimization_Across_the_Edge-Cloud_Continuum_A_Multi-agent_Rollout_Approach_for_Cloud-Native_Application_Workload_Placement
A. B. Panta, "API Versioning: A Comprehensive Guide to Best Practices and Compatibility," Medium, Oct. 2023. Available: https://medium.com/@pantaanish/api-versioning-a-comprehensive-guide-to-best-practices-and-compatibility-d49eb980f0c6
P. Saha, "Developing a Framework to measure Enterprise Architecture Debts," M.S. thesis, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden, 2020. Available: https://www.diva-portal.org/smash/get/diva2:1524926/FULLTEXT01.pdf
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