Solutions Overview¶

ArqonHPO is designed for systems where latency and safety are non-negotiable.

By Use Case¶

🤖 Inference Serving¶

Dynamic batch sizes, KV-cache eviction policies, and router weights. Optimize throughput under p99 latency constraints.

🏭 Systems & SRE¶

Database connection pools, JVM garbage collection tuning, and admission control queues. Keep systems stable under load.

🚁 Edge & Robotics¶

Control loops on constrained hardware. 100ns execution time means you can optimize inside a 1kHz control loop.