Demystify Modern Data Architecture Paradigm
The Buzzwords
Database, Data warehouse, Data mart, Data Lake, Data Lakehouse, Data Fabric, Data Mesh, Data Integration, Data Virtualization, Data Visualization, Data centric, Data Quality, Data Transformation, Data Stitching, Data Standardization, Master Data Management, Data Governance, Data augmentation and Data analytics, Data modelling, Data Vault, Data Archival, Data Segregation, Data Classification, Data Masking, Data Wrangling, Data Encryption, Data Taxonomy, Data Hierarchy, Data Security, Data Storage, Data Migration, Data Mining, Data Profiling, Data Retrieval, Lambda Architecture, Kappa Architecture, Unified Architecture, Data Dissemination. Our eternal love for buzzwords. In this article, I would make an attempt to rationalize our understanding and define guide rails for a data-driven enterprise implementation.
Data Architecture Patterns
Lambda
Refer this blog from Databricks
Kappa
Refer this original post by Jay Kreps
Zeta
Refer the original post by James Scott
Delta
Blog from Databricks
