docs: evaluate arXiv 2604.13693 (WarpL) for meld CI use#138
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Memo on whether the WarpL mutation-inference technique from arXiv 2604.13693 (Zeng et al., ICSE '26) fits as a meld CI signal on fused output. Summary: brief framed it as a perf-regression detector with five captured "baseline signatures." WarpL is actually a post-hoc root-cause localiser for already-known slow programs; needs a second runtime as a differential oracle; costs ~14 h/case; never demonstrated on component-model / fused output. Recommend defer. Bookmark for the narrow case where a meld-fused module is reported slow on a specific downstream runtime and we need to attribute blame between meld and the JIT. Not an everyday CI tool. The memo also notes the cheaper detectors that would fit the underlying ask (criterion benches, runtime-exec time on fixed fixtures, wasm-opt size deltas) — those should be a separate proposal if the regression-detection use case is real. Cross-repo: pulseengine/loom half of the original brief descoped per user direction; this memo covers meld only.
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Summary
Evaluation memo on whether the WarpL technique from
arXiv:2604.13693 (Zeng, Jiang,
Zhao, Zhou, ICSE '26) fits as a meld CI signal on fused / optimised
output.
TL;DR (from the memo)
The brief framed WarpL as a perf-regression detector with five
captured "baseline signatures." In reality WarpL is a post-hoc
root-cause localiser for already-known slow programs: it needs a
second Wasm runtime as a differential oracle, costs ~14 h per
case (3 h mutation+selection+isolation + 11 h `wasm-reduce`), has
no signature representation, and was demonstrated only on stock
runtime issue-tracker bugs — never on component-model / fused
output.
Recommend: defer. Not implement as PR-CI, not as nightly.
Bookmark for the narrow case where a meld-fused module runs slowly
on a specific downstream runtime and we need to attribute blame
between meld and the JIT.
What the memo also covers
ask (criterion benches already shipped; per-fixture `wasmtime run`
exec time; `wasm-opt -O3` size deltas)
(`numbers`, `lists`, `flavorful`, `calculator`,
`yolo_inference_release`)
Scope
the loom half was descoped at user direction.
Test plan