Continuous Profiling for GPUs — Matthias Loibl, Polar Signals
This talk introduces continuous profiling for GPUs, a method to monitor and analyze GPU performance. It highlights the importance of profiling for improving application performance and reducing operational costs by enabling more efficient resource utilization. The approach leverages Linux eBPF for low-overhead, always-on profiling in production environments without requiring application instrumentation.
World's Fair 2025 12 min