Sonic
Sonic is a lightning-fast data processing engine built for real-time analytics. It handles massive datasets with ease, delivering insights in milliseconds rather than minutes. Perfect for applications where speed is critical.
Project stack
Processing pipeline
Performance metrics
Performance was not just a feature for Sonic — it was the entire product. Every line of code was scrutinized for efficiency. We used memory-mapped files, SIMD instructions, and custom data structures to squeeze every bit of performance from the hardware.
Query optimizer
Analytics dashboard
Distributed processing
Highlights
- Achieved sub-millisecond query latency on billion-row datasets
- Built a columnar storage engine optimized for analytical queries
- Implemented vectorized query execution for maximum throughput
- Created a distributed architecture for horizontal scaling
