infocom-reproducibility

GitHub

指导INFOCOM论文作者提升可复现性。在无正式评估环节下,通过映射证据、固定模拟环境、公开代码数据及确保图文一致,增强读者信任与审稿说服力。

INFOCOM-Skills/skills/infocom-reproducibility/SKILL.md brycewang-stanford/Awesome-Journal-Skills

Trigger Scenarios

准备INFOCOM论文投稿 撰写INFOCOM相机就绪版 需要增强网络系统研究的可复现性

Install

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill infocom-reproducibility -g -y
More Options

Non-standard path

npx skills add https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INFOCOM-Skills/skills/infocom-reproducibility -g -y

Use without installing

npx skills use brycewang-stanford/Awesome-Journal-Skills@infocom-reproducibility

指定 Agent (Claude Code)

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill infocom-reproducibility -a claude-code -g -y

安装 repo 全部 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --all -g -y

预览 repo 内 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --list

SKILL.md

Frontmatter
{
    "name": "infocom-reproducibility",
    "description": "Use when strengthening IEEE INFOCOM reproducibility even though the venue runs no formal artifact-evaluation track, covering pinned simulator setups, released code and datasets where possible, complete proofs and parameters within the page budget, IEEE reproducibility-badge options, and consistency between what the paper claims and what a reader could rebuild."
}

INFOCOM Reproducibility

Use this before submission and again before camera-ready. INFOCOM has no formal artifact-evaluation track (as of 2026-07-09; 待核实 whether a cycle adds one), so reproducibility is a matter of credibility, not a badge you are forced to earn. The goal is that a competent networking reader could rebuild your evidence and reach your conclusions from the paper plus any material you choose to release — which, at a large venue with no rebuttal, is how you convert a skeptical reviewer.

Evidence map

  • Map each theorem, algorithm, and reported number to a verifiable location — a proof (in the body or a tight in-budget appendix), a simulator configuration, or a released script/dataset.
  • For analytical results, give enough of the assumptions, derivation, and parameters that a reader could re-derive or check the bound. A theorem whose proof is "omitted for space" with no pointer is a weakness a reviewer cannot rebut for you.
  • For simulation/measurement, report the simulator and version, topology and traffic model, seeds, number of runs, and the parameters — enough to re-run.
  • Releasing code/data is optional but persuasive. Where you can, deposit the simulator scripts, the trace, and the plotting code in a public archive; where you cannot (proprietary traces, privacy), say so and why.
  • Keep the paper and any released material consistent: a number in the PDF that no released script or stated configuration produces reads as carelessness.

What "reproducible" means without a badge track

Claim in the paper Weak reproducibility answer INFOCOM-persuasive answer
"We prove Theorem 1" "Proof omitted for space" (no pointer) Proof sketch in body + full proof in the in-budget appendix or a stated report
"We simulate at scale" "ns-3 simulation" (no setup) Named simulator + version, topology/traffic, seeds, runs, CIs; scripts if releasable
"On a real trace" "a real dataset" (unnamed) The trace's source and access, preprocessing, and inclusion criteria
"Our policy beats X" Point estimates only Seeded runs with CIs; released config so the comparison can be re-run

Because there is no artifact evaluator and (traditionally) no rebuttal, "trust us" does not scale — convert every hand-wave into a stated configuration or a released file.

Provenance and setup pinning

[Analysis]   list assumptions; give full proofs (in-budget appendix or a cited technical report);
             state all parameters used in the theorems
[Simulation] name and version the simulator; pin topology, traffic model, seeds, run count;
             archive the scripts and configs if releasable
[Measurement] record the trace source and dates; document preprocessing, filtering, and confounds
[Compute]    state hardware and runtime so a reader can size a reproduction
[Randomness] log seeds for stochastic steps; say what is and is not deterministic

IEEE reproducibility options (optional, post-decision)

  • IEEE offers reproducibility avenues (e.g., IEEE DataPort for datasets, and code/data badges on some IEEE venues) that authors may use to deposit artifacts with a DOI. INFOCOM does not mandate them; treat them as a way to strengthen a released package, and confirm the current cycle's specifics (待核实).
  • A public repository with an OSI-approved license and a one-screen README makes a released simulator far more credible than a bare tarball.

Degrees of reproducibility (state the one you achieved)

  • Turnkey: one documented command re-runs the simulation and regenerates the key figures.
  • Scripted: scripts exist but need documented manual steps or external trace access.
  • Descriptive: the paper states assumptions, setup, and parameters precisely enough to rebuild.

For an analytical INFOCOM paper, descriptive plus a full proof is often the honest bar; for a simulation-heavy paper, aim scripted or turnkey so a reviewer's doubt about a number has a public answer.

Consistency and camera-ready pass

  • Before submission: every scored number traces to a proof, a stated configuration, or a releasable script; released material (if any) is double-blind (no owner strings or identifying repo).
  • Before camera-ready: if you release code/data, swap any anonymized link for a permanent, licensed, DOI-issuing archive, and make the paper's statements match it.

Output format

[Claim inventory] <claim -> proof | configuration | released script>
[Proof completeness] full / sketched-with-pointer / omitted-no-pointer
[Simulation provenance] <simulator+version / topology / seeds / runs / CIs present?>
[Release plan] none / code / data / both, with license and archive
[Reproducibility level] turnkey / scripted / descriptive, stated honestly
[Fixes] <paper additions + release additions before the deadline>

Version History

  • 9f86f09 Current 2026-07-19 16:02

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Metadata

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