TOOLS / INFERENCE DISAGGREGATION / TOOL #59

Enterprise Prefill-Decode Disaggregation Simulator

Model distributed chunked prompt prefilling, zero-copy RDMA KV-cache network transport, and dedicated decode pools to eliminate head-of-line blocking and guarantee sub-15ms TTFT SLAs.

Disaggregated Inference Telemetry Profile

Physically decouples compute-intensive prompt prefill from memory-bandwidth-bound token decode across dedicated GPU clusters.

P99 TTFT Latency: Sub-15ms Guaranteed
Latency Reduction: Up to 14.6x vs Unified
HOL Stalls Eliminated: 99.4% Efficiency