Gahow Wang d9cf3126c6 docs: reframe PAPER_OUTLINE to GPU-hit-first + embed v2 figures
Reorganizes the outline from the EAR / dispatch-coupling framing (kept in
git history) into the GPU-hit-first structure:

- §1 background splits PD-colo / PD-disagg / KV storage hierarchy, each with
  a forward pointer to where it is used or refuted.
- §2 leads with the metric argument (request latency / TPS / GPU util, not
  TTFT/TPOT); dispatch coupling is demoted to that justification. §2.2 embeds
  the two new v2 figures -- the measured 4-tier hit hierarchy
  (GPU < CPU-local < remote-RDMA-store << miss) and the capacity->APC/latency
  knee (Evidence #1) -- plus the cluster-scale correction to the working_set
  "14 nodes" number.
- §3 recasts the three optimizations as corollaries of GPU-hit-first:
  make PD-colocation default (3.1), biased KV-awareness routing (3.2),
  dedup via migration not replication (3.3).
- §5 related work now engages the storage-hierarchy camp directly.
- Validation-status table and work plan updated (top priority: wall-clock
  amplification sweep).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-30 13:34:19 +08:00
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