ADVANCES IN DATA FEDERATION AND VIRTUALIZATION: ENABLING UNIFIED DATA ACCESS
Keywords:
Data Federation, Data Virtualization, Edge, Real-time Analytics, Hybrid ArchitectureAbstract
This comprehensive article examines the evolution and impact of data federation and virtualization technologies in addressing modern data management challenges. As organizations grapple with increasingly distributed data across multiple platforms and systems, traditional ETL approaches have proven insufficient for real-time data requirements. The article explores how data federation solutions enable seamless integration and access across heterogeneous data sources while maintaining security and compliance. Through analysis of implementation strategies, technical architectures, and market trends, the article demonstrates the transformative potential of these technologies in improving operational efficiency, reducing costs, and enabling real-time decision-making capabilities. Special attention is given to key sectors such as healthcare and financial services, where data federation has shown particular promise in balancing data accessibility with regulatory requirements. The article also examines emerging trends, including AI-powered optimization, hybrid architectures, and edge computing integration, providing insights into the future direction of data federation technologies.
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Copyright (c) 2025 Vikas Nelamangala (Author)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
