Category
stream-processing
2 articles in this category
Stream Processing Pipeline Pattern: Stateful Real-Time Data Products
TLDR: Stream pipelines succeed when event-time semantics, state management, and replay strategy are designed together. TLDR: This dedicated deep dive focuses on the internals, failure behavior, performance trade-offs, and rollout strategy required to...
•9 min read
Lambda Architecture Pattern: Balancing Batch Accuracy with Streaming Freshness
TLDR: Lambda architecture is justified when replay correctness and sub-minute freshness are both non-negotiable despite dual-path complexity. TLDR: This dedicated deep dive focuses on the internals, failure behavior, performance trade-offs, and rollo...
•9 min read