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Conext related work

Skill brycewang-stanford/Awesome-Journal-Skills/CoNEXT-Skills/skills/conext-related-work

Use when writing the related-work and positioning of an ACM CoNEXT paper — covering the networking literature lanes (SIGCOMM, NSDI, IMC, SIGMETRICS, MobiCom, CCR), delta-first positioning against the venue's own recent programs, and keeping self-citations double-anonymous.From its SKILL.md

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npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill conext-related-work

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SKILL.md

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CoNEXT Related Work

Position the paper for a networking reviewer who knows the field's flagships cold. At CoNEXT, related work is not a literature dump; it is the delta argument — what your contribution adds over the closest prior systems and measurements — written so a double-anonymous reviewer can locate your paper in the networking landscape in one read.

Cover the lanes a networking reviewer expects

A CoNEXT reviewer will mentally check whether you engage the right bodies of work:

  • The flagship conferences: SIGCOMM, NSDI, and CoNEXT itself for systems and architecture.
  • Measurement: IMC (and PAM) for internet/system measurement methodology and findings.
  • Performance/modeling: SIGMETRICS for analysis and evaluation methodology.
  • Wireless/mobile: MobiCom, MobiSys, and related venues when relevant.
  • The journal and letters record: IEEE/ACM ToN, CCR (SIGCOMM Computer Communication Review), and now PACMNET itself.

Missing the lane your paper lives in — e.g., a measurement paper that ignores IMC methodology, or a data-plane paper that ignores the recent SIGCOMM/NSDI switch-hardware line — reads as unfamiliarity and invites a change-list item in a one-shot revision.

Delta-first positioning

Write each comparison as a delta sentence, not a summary:

Prior work X [SIGCOMM'YY] measures/builds <what> but <the gap on the real target>;
we <the specific advance> and show it on <the real platform/trace>.
  • Lead with the closest prior work, not the oldest or most famous.
  • Make the delta concrete and testable: a new mechanism, a measured phenomenon prior work missed, a platform prior work did not evaluate on, a scale prior work did not reach.
  • Avoid "to the best of our knowledge, we are the first" unless it is literally true and checkable; a measurement reviewer will know a counterexample.

Keep self-citation anonymous

CoNEXT is double-anonymous, so your own prior work is a leak surface:

  • Cite your prior papers in the third person ("Prior work [12] proposed..."), never "our previous system."
  • Do not reveal a system lineage that identifies the group (e.g., "the successor to OurSys").
  • If a comparison genuinely requires your non-anonymous artifact, use the anonymized location and describe it without owner-identifying detail.

Positioning against CoNEXT's own recent programs

Because CoNEXT runs two cycles a year and publishes in PACMNET, the venue's own recent output moves fast:

  • Scan the last two CoNEXT programs and recent PACMNET issues for work in your subarea; a paper that ignores a directly relevant CoNEXT/PACMNET paper from last cycle looks careless.
  • If your work extends a CoNEXT paper, state the delta precisely — reviewers may include that paper's authors.

Structure and length

  • Related work can be its own section or woven into the introduction and design sections; CoNEXT tolerates both, but the delta must be visible early regardless.
  • Under the acmart budget, references are unlimited — so cite generously, but keep the prose tight; a wall of one-line summaries wastes body pages you need for evidence.

Failure modes

FailureWhy it hurts at CoNEXTFix
Literature list with no deltaReviewer cannot place your contributionRewrite each entry as a delta sentence
Missing the closest prior system/measurementReads as unfamiliarity; revision riskLead with the nearest work and its gap
First-person self-citationBreaks double-anonymityThird-person, no lineage reveal
Ignoring the right lane (IMC/NSDI/SIGMETRICS)Signals you are a visitorEngage the venue where your method lives
Over-claiming "first"A reviewer knows a counterexampleScope the novelty to the checkable delta

Output format

[Lanes covered] SIGCOMM / NSDI / IMC / SIGMETRICS / MobiCom / ToN-CCR-PACMNET as relevant
[Closest prior work] <papers + the specific gap each leaves on the real target>
[Delta sentences] <one per closest work>
[Anonymity] third-person self-citation; no system-lineage leak
[Recency] last two CoNEXT programs + recent PACMNET issues checked? yes/no

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