Stream processing is experiencing exponential growth with businesses and services relying heavily on real-time analytics, inferencing, monitoring, and more. Reliable, cost-effective streaming at scale is paramount, but auto-scaling has hit cost-efficiency limits with CPUs. This talk will be about how NVIDIA is leveraging Dask to GPU-accelerate big data stream processing at scale in production.