As fleet sizes grow, route calculation complexity increases exponentially. Calculating optimal paths across thousands of stops with constraints requires highly optimized algorithms.
The Architecture Transition
We migrated our routing core from a traditional single-threaded solver to a highly distributed, GPU-accelerated spatial coordinate solver. By decomposing large route matrices into localized sub-graphs, we successfully scaled calculation speed to over 1,000,000 nodes per second.
Real-World Performance Improvements
With this new spatial engine, route calculations for a 500-vehicle fleet that previously took several minutes now complete in under 800 milliseconds, allowing live re-routing during emergency dispatch situations.
OGA Dev Team
Platform Engineering
Delivering cutting-edge logistics platforms, intelligent vehicle dispatch engines, and optimization strategies to fuel the future of distribution networks globally.