Tag

cloud data architecture

Articles

Paving the Data Highway: A Comprehensive Roadmap to Operationalizing ML, AI, and Analytics in Production

Aaron Wise

Operationalizing ML and analytics requires a phased approach with dedicated hires, governance, and budgeting for each stage of platform development.

Timeless Design: Architecting Scalable Time Series Data for Real-Time Insights

Aaron Wise

Time series architectures need time-based partitioning, materialized aggregates, and TSDBs or columnar stores for scalability and real-time performance.