CL/tRCD/tRP/tRAS, command rate, and practical impact on workloads.
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All tests run on NVIDIA DGX‑H100 nodes with 100 Gbps Ethernet; baseline is TCP Cubic. Both clouds expose the Homa port (11211) through their security‑group rules; make sure to allow UDP traffic between all training nodes. If you use OpenMPI: Deploy…
Runtime guardrails create an uncomfortable production trade-off. Every additional policy check can prevent an incident, but it can also add another model call, another network dependency, another timeout path, and another opportunity to reject a legitimate request. The in-memory AlignScore…
The generate call was not the slow part. The wait around it was. I stopped saying the model felt slow. That sentence is a shrug. It hides DNS, TLS, queueing, and decode together. You ever stare at a spinner and…