Streaming

Real-Time Threat Detection with GPU-Accelerated Streaming Corpora

Live log streams grow continuously. Our searched-frontier tracking mechanism extends the corpus buffer without re-encoding existing documents and dispatches the GPU only against unsearched data beyond the frontier offset. Atomic contention detection prevents non-linear slowdowns when match density spikes.