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VoltGrid AI: Mitigating GPU cluster dI/dt power surges in software

10 hours ago
  • Distributed deep learning clusters using BSP cause severe dI/dt transients due to synchronous AllReduce, leading to current collapse and voltage droop.
  • VoltGrid is a zero-overhead C++/CUDA interposition engine that eliminates synchronized inductive cliffs via microsecond-scale rank phase cascading without modifying application code.
  • Empirical results on a 4x RTX 4090 cluster show 97.52% reduction in instantaneous dI/dt power step shock, 100% compute throughput, and less than 0.05% latency impact.