High-Concurrency Parallel Pipeline Architecture
When processing millions of continuous observations from thousands of autonomous agents, single-threaded pipeline architectures hit heavy bottlenecks in lock contention and async event loops.
By implementing MemHouse on a high-concurrency process architecture:
- Each agent memory stream runs in isolated async execution tasks.
- Fault isolation ensures that an error in one tenant’s memory extraction crash-guards without affecting other concurrent streams.
- Supervisor connection pools handle database reconnects seamlessly.