Published Papers of International Journal of Database Management Systems (IJDMS)
Paper Title: Architecting Intelligent Decentralized Data Systems to Enable Analytics with Entropy-Aware Governance, Quantum Readiness and LLM-Driven Federation Authors: Meethun Panda and Soumyodeep Mukherjee Abstract: Enterprises pursuing AI-driven transformation face a critical tradeoff: centralized consistency vs. decentralized scalability. The "Data Platform Unification Paradox" captures this dilemma. Building on our prior NLPI 2025 paper, this extended version integrates technical depth, mathematical models, and concrete architectures, especially for integrating Data Mesh with Quantum Databases and LLM Agents. A federated architecture is proposed using graph-theoretic models and entropy-based data valuation Keywords: Data Mesh, Entropy, Federated Graph, Zero-Trust, Quantum DB, LLM Agents, Domain Ownership, Data Governance, Distributed Data Platforms, Decentralized Architecture, Centralized Architecture Volume URL: https://airccse.org/journal/ijdms/current2025.html Pdf URL...