Optimizing the Speed Layer in Stream Processing Systems: Performance Bottlenecks and Strategies

Nov 10, 2025 · 10 min read · In the previous article, we built the basic Speed Layer architecture with three core components — Source, Sink, and a Simple Streaming Engine. At first, everything worked perfectly: the Consumer processed order data smoothly, and the system appeared ...