Tag

streaming data

Lakehouse vs. The World: When It Works, When It Fails, and What to Use Instead

Aaron Wise

Lakehouse architecture works best for big data analytics and ML but fails for low-latency OLTP and simple reporting.

JSONL: Where Every Line Tells a Story (And Every Record Gets Its Own Row)

Aaron Wise

JSONL files store one JSON object per line, ideal for streaming, logs, and scalable pipelines but not for complex schemas or frequent updates.

Building Bridges, Not Bottlenecks: Crafting Seamless Data Pipelines for Graph Databases

Aaron Wise

Graph data pipelines require careful modeling, transaction management, and indexing to avoid performance bottlenecks and ensure scalability.

Building Data Pipelines for the Future: Modern Patterns, Tools, and the Art of Scaling

Aaron Wise

Hybrid architectures combine batch and streaming strengths for scalable, real-time data pipelines.