Gahow Wang c8ba666517 Benchmark concurrency gap: 1 req/GPU is 10-15x below production ...

Our --max-inflight-sessions 8 yields 1 req/GPU, masking prefill-decode
interference that appears at 2/GPU (+38% TPOT) and would dominate at
production load (~15/GPU). Updated §8 to re-evaluate elastic PS at
production concurrency. Next step: --max-inflight-sessions 64 benchmark.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

2026-05-23 12:16:20 +08:00

analysis

Add comprehensive research findings document

2026-05-23 07:16:31 +08:00

patches

Add vLLM patches directory for version-controlled patch management

2026-05-22 00:26:14 +08:00

replayer

Elastic P2P offload: TTFT p50 -49% vs baseline (0.551 vs 1.080)

2026-05-22 13:50:25 +08:00

scripts

Fix LMetric routing: remove session affinity, align with OSDI'26 spec

2026-05-23 11:56:58 +08:00

third_party/vllm

PS experiments + H4 cache-gate + GPU profiling + Mooncake elif→if fix

2026-05-23 02:14:37 +08:00

.gitignore

Phase 1 milestone: system-level analysis + reproducible report

2026-05-22 16:17:41 +08:00

pyproject.toml

Agentic workload PD separation analysis with trace-driven benchmarks

2026-05-21 21:21:57 +08:00

REPORT.md

Benchmark concurrency gap: 1 req/GPU is 10-15x below production

2026-05-23 12:16:20 +08:00

TODO.md

LMetric routing policy (OSDI'26) + A/B results vs linear baseline

2026-05-22 16:57:32 +08:00

Description

No description provided

48 MiB

Languages

Python 82.9%

Shell 17.1%