Predictive preemption engine monitoring active UI and audio telemetry at 10Hz to forecast LLM prompts. Speculatively streams KV cache snapshots to local inference servers while dynamically throttling background workloads via CUDA MPS or OS level process priority.
python cuda systems-programming process-scheduling kv-cache zero-latency llm-inference cuda-mps predictive-preemption active-telemetry context-streaming
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Updated
Sep 20, 2026 - Python