- https://doi.org/10.51219/jaimld/utpal-barma/633
Polyglot Persistence - Usage and Challenges
- Nov 26, 2025
- Journal of Artificial Intelligence, Machine Learning and Data Science
- Utpal Barman
<p>T his paper investigates the theoretical foundations of polyglot persistence by grounding the discussion in aggregate-oriented database principles and Domain-Driven Design (DDD). It examines mechanisms for integrating heterogeneous data stores-such as MongoDB–Neo4j synchronization pipelines, APOC (Awesome Procedures on Cypher) and Change Data Capture (CDC)and evaluates their implications for consistency and real-time data propagation. The study further analyzes the major challenges associated with polyglot adoption, including data consistency, synchronization overhead and operational complexity. While polyglot persistence offers improved flexibility, scalability and performance, the paper argues that these benefits require careful architectural planning and governance to mitigate inherent trade-offs. Additionally, the paper reviews containerization and Database-as-a-Service (DBaaS) deployment models, highlighting their impact on consistency, security and cost. It concludes with a forward-looking assessment of emerging trends-such as AI-driven orchestration and autonomous data fabrics that are poised to influence future distributed data system architectures.</p>