AIHacker Noonabout 7 hours ago
Lock-Free GPU Scheduling With Dual Roaring Bitmaps
7 min read
A new design uses dual Roaring bitmaps for lock-free GPU runtime scheduling at scale. It addresses low-latency challenges in AI cloud orchestration, preventing scheduling starvation when multiple agents claim the same H100 slots pre-loaded with Llama-3-70B on vLLM.
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