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Infocom writing style

Skill brycewang-stanford/Awesome-Journal-Skills/INFOCOM-Skills/skills/infocom-writing-style

Use when revising an IEEE INFOCOM paper for a networking problem and system model stated up front, theorems or protocol design that pay off, evaluation proportional to the claim, defensive writing that pre-empts objections (because there is no rebuttal), double-blind wording, and disciplined use of the tight IEEEtran two-column page budget.From its SKILL.md

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INFOCOM Writing Style

Use this when revising the main paper. INFOCOM papers are read by a broad networking TPC that spans theory and systems, inside a nine-page IEEEtran budget and (traditionally) with no rebuttal. Two constraints follow: the paper must be legible to both an analyst and a systems reader, and it must pre-empt the reviewer's objection in the text, because you will not get to answer it later.

Revision rules

  • State the networking problem and the system model first. By the end of the introduction a reader should know the setting (topology, traffic, constraints), the gap, the contribution (analysis and/or design), and what improves. Do not open with a technology-trend paragraph.
  • Make the model do work. If you formulate an optimization or a Markov/queueing model, its assumptions must be stated plainly and its results must yield insight or an algorithm — not a formalism that the evaluation ignores. Reviewers reward a model whose theorem changes what you build or bound.
  • Pair every claim with proportional evidence — a proof for an analytical claim, a simulation/testbed number with the setup named, or a measurement with its methodology — not adjectives like "significantly improves."
  • Write defensively. Name the assumption a theory reviewer will question and justify it; name the baseline a systems reviewer will call unfair and tune it; state the regime where your result does not hold. Because there is no rebuttal, an unaddressed objection becomes a reject.
  • Respect the page budget as a design constraint. Nine pages of text (appendices included) is tight; a proof sketch in the body with the full proof compressed, and a focused evaluation, beat an over-scoped paper that only fits by cutting the model.
  • Maintain double-blind wording in self-citations (third person), tool names, testbed/cluster identifiers, acknowledgements, and funding.

Networking-paper skeleton

SectionJob it must doCommon failure
IntroProblem, setting, gap, contribution, what improves — by the first column or twoLeads with a trend, not a networking problem
System modelTopology, traffic, constraints, assumptions, notation, stated plainlyAssumptions hidden or introduced only in the evaluation
Analysis / designTheorems + proof sketches, or the protocol/algorithm, reproduciblyA model no result uses; a design too thin to re-implement
EvaluationEach claim answered with proportional evidence, honest baselinesToy topology; untuned baseline; metric that proxies the claim
Discussion / limitsThe regime where the result holds; deployment caveatsNo limits stated (invites the objection you cannot rebut)
Related workDelta-first positioning against the networking literatureCitation catalog with no contrast

Sentence-level rewrites

Draft patternINFOCOM-safe rewrite
"Our scheme significantly improves throughput.""improves median throughput by X% (95% CI ...) over <tuned baseline> in <topology/scale>"
"We prove our algorithm is optimal.""We prove a (1-1/e) approximation under <stated assumptions>; §V bounds the gap empirically"
"We evaluate on a large simulation.""We simulate <N nodes> in <ns-3/custom>, <traffic model>, <M seeds>; setup in §V-A"
"The model captures the system.""Under assumptions A1-A3 (stated and justified in §III), the model yields Theorem 1"
"State-of-the-art performance."Claim scoped to the topology, traffic, and regime actually tested

Defensive-writing discipline (no rebuttal)

[Assumption]  which modeling assumption will a theory reviewer challenge? -> justify it in §III
[Baseline]    which comparison will a systems reviewer call unfair? -> tune it, document the budget
[Scale]       does the evaluation reach a realistic size? -> if not, scope the claim and say so
[Regime]      where does the result break? -> state it before a reviewer finds it
-> each objection answered in the PDF, because there is no turn to answer it in a reply

Vignette: compressing an over-scoped analytical paper

A draft with two models, five theorems, and a sprawling evaluation: keep the one model the design uses, the two theorems that carry the insight (full proofs compressed or sketched), and the two evaluation figures that test the headline claim; move notation-heavy derivations into a tight in-budget appendix (remember it counts toward the nine pages); cut the second model to a remark. The test of a good cut: a reviewer should be able to state your assumptions, your main result, and why your baseline is fair — from the body alone.

Output format

[Writing diagnosis] clear / under-modeled / over-claimed / evidence-mismatched / over-scoped
[First-page fix] <new framing leading with the networking problem + system model>
[Claim audit] <claim -> proof or simulation/measurement -> proportional? yes/no>
[Defensive gaps] <assumption/baseline/scale/regime objection -> where to pre-empt it>
[Anonymity edits] <self-citations / tool / testbed names / acks to rewrite>

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