Skills Development Academic Related Work Positioning Guide

Academic Related Work Positioning Guide

v20260724
isca-related-work
A comprehensive guide for positioning highly technical research in top-tier academic venues like ISCA. It instructs authors on deep literature surveying across multiple databases (ACM, IEEE, dblp, arXiv), structuring the 'related work' section using structural differentiation (mechanism delta), and adhering to double-blind review guidelines. Essential for advanced technical paper writing.
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Overview

ISCA Related Work

Architecture is an old field with a long memory. ISCA has run since 1973, its committee members have often worked an area for twenty years, and the fastest way to lose a reviewer is to present a mechanism they saw under another name in a proceedings they attended. Positioning at this venue is therefore archaeology first, differentiation second.

Search across three catalogs, because ISCA lives in two publishers

ISCA's dual ACM/IEEE sponsorship means its proceedings are split across publisher libraries by edition (the 52nd, Tokyo 2025, was ACM-published; the 2026 edition carried IEEE branding — the pattern alternates). Consequences for search:

  • dblp (dblp.org/db/conf/isca/) is the reliable spine: complete, per-edition, publisher-neutral. Start every sweep there.
  • ACM DL and IEEE Xplore each hold only part of the canon; searching one and concluding "no prior work" is a classic self-inflicted wound.
  • Sweep the sibling venues as first-class citizens — MICRO, HPCA, ASPLOS — plus the journals where architecture ideas resurface (TACO, CAL, TC, IEEE Micro including its annual Top Picks selections).
  • Finish with a recent-window arXiv pass: concurrent preprints will not sink you, but a reviewer mentioning one you never saw costs credibility in the rebuttal.

The lineage paragraph reviewers actually want

For the two or three mechanisms closest to yours, write lineage, not lists:

Decoupled tracking originates with <A> [x], which <B> [y] extended to multi-level hierarchies at the cost of . Both retain . We remove that assumption, which is what enables <consequence §4>.

The differentiation must be structural — a different trigger, storage organization, or contract — and it must be checkable against your design section. "Unlike prior work, our approach is efficient" differentiates nothing; every cited author believed the same of theirs.

Where comparison belongs

Relationship to your work Treatment
Same problem, mechanism your evaluation can implement Quantitative baseline in the evaluation (see isca-experiments), plus one lineage sentence here
Same problem, mechanism impractical to reimplement Honest qualitative contrast: what it assumes, what yours assumes, why numbers aren't comparable
Same mechanism family, different problem One sentence acknowledging the family; do not manufacture rivalry
Classic paper that named the idea space Cite it — omitting the acknowledged origin insults exactly the senior reviewers most likely to notice
Concurrent preprint (recent arXiv) Cite neutrally as concurrent; differentiate without claiming priority wars

Double-blind mechanics, ISCA 2026 wording

The verified 2026 guidelines are specific and slightly unusual:

  • References must not be omitted or anonymized — the bibliography stays intact. Blinding happens in the prose voice, not the reference list.
  • Your own prior papers are cited in third person: "extends the tracker of Chen et al. [7]" — never "our prior design [7]". Audit for possessives near citations.
  • Links to your artifacts (repos, project pages) must be fully anonymized; a github.com/ URL anywhere in the paper is an identity leak.
# Blind-voice audit over the LaTeX source
grep -nEi 'our (prior|previous|earlier|recent) (work|paper|design|study)' *.tex
grep -nEi 'we (previously|earlier) (showed|proposed|presented)' *.tex
grep -nE  'github\.com|gitlab\.com|bitbucket|\.edu/~[a-z]' *.tex *.bib
# Coverage sanity: in-text citation keys that never resolve
grep -oE '\\cite[tp]?\{[^}]*\}' *.tex | tr ',' '\n' | sort -u | wc -l

Building the map before writing the section

Maintain a positioning table in the repo from week one; the section then writes itself and the rebuttal reuses it:

prior-work-map.tsv
mechanism            venue/year   trigger        storage        differs-from-ours-by
StreamTrack [x]      ISCA'19      miss-driven    per-core CAM   global stall on rollback
LazyMerge  [y]       MICRO'22     epoch-driven   shared SRAM    no cross-level visibility
<ours>               —            demand+decay   per-bank tags  removes rollback entirely

Rows come from the dblp sweep; the last column must name a mechanism-level delta. If you cannot fill that column for a row, that row is your real problem — solve it in the design or the framing, not in adjectives.

Using the unlimited reference pages

ISCA 2026 imposed no limit on reference pages, and architecture papers routinely carry 60-90 citations. Never trim the bibliography for space — trim prose. A thin bibliography in an old field signals a shallow sweep to reviewers who know the depth exists. Depth means: the origin paper of each idea family, the strongest recent representative, and the sibling-venue variants — not twenty near-duplicate cites of one group.

Timing and the November reality

The literature moves between your search and the deadline: MICRO's October program lands weeks before ISCA's November gate, and its papers are fair game for reviewers to mention. Re-run the sweep in the final two weeks, scoped to the newest MICRO/HPCA/ASPLOS programs and recent arXiv, and slot any hit into the lineage paragraphs rather than bolting on a "recent work also..." afterthought.

Section self-check

  • dblp sweep done for ISCA + MICRO + HPCA + ASPLOS, last five years minimum, plus the idea family's origin papers regardless of age.
  • Every close mechanism: lineage sentence + structural delta + evaluation treatment decided.
  • Zero first-person self-citations; zero identifying URLs; references intact.
  • Final-fortnight refresh completed against the newest sibling programs.

Positioning output

[Idea family + origin paper] <family, first-named-at venue/year>
[Closest 3 mechanisms] <name, venue/year, structural delta vs ours>
[Evaluation treatment] quantitative baseline: <which> · qualitative: <which>
[Concurrent-work watch] <arXiv/sibling-program hits from the final sweep>
[Blind-voice audit] first-person self-cites: 0 · identifying URLs: 0

Blinding rules and reference policy verified 2026-07-08 against the ISCA 2026 guidelines (../../resources/official-source-map.md); reconfirm for 2027 — 待核实.

Info
Category Development
Name isca-related-work
Version v20260724
Size 6.58KB
Updated At 2026-07-28
Language