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Icde topic selection

Skill brycewang-stanford/Awesome-Journal-Skills/ICDE-Skills/skills/icde-topic-selection

Use when deciding whether a project is a strong IEEE ICDE fit, routing among the three database venues from ICDE's seat (SIGMOD's quarterly rounds vs PVLDB's monthly deadlines vs ICDE's two rounds), choosing ICDE research vs industry track, applying the data-management-primitive test, and comparing with TKDE, EDBT, or systems venues.From its SKILL.md

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SKILL.md

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ICDE Topic Selection

Use this before writing. ICDE is strongest for data engineering — the design, building, management, and evaluation of data-intensive systems — where the contribution is a reconstructable data-management primitive with a systems-grade evaluation.

The data-management-primitive test

Ask what primitive the paper advances: an access method, a query operator, an execution or storage mechanism, a transaction or concurrency protocol, a data integration/cleaning/provenance technique, or a scalable analytics engine. If no primitive exists — if the database is merely a container for a result that lives elsewhere — the ICDE framing does not exist either.

Routing from ICDE's seat: the three-venue triangle

The scopes of ICDE, SIGMOD, and VLDB overlap almost entirely, so routing is usually about calendar geometry and house culture, not topic. Deciding from ICDE's seat:

If the deciding factor is...Lean towardBecause
You want two fixed shots a year and IEEE-Xplore proceedingsICDETwo rounds per edition (≈June + November), single-blind, IEEE format
You want quarterly journal-style rounds with a formal revision and a rejection embargoSIGMOD / PACMMODFour rounds on the 17th, double-anonymous, 12-month embargo
You want to pick any month and submit on a rolling calendarVLDB / PVLDBTwelve monthly deadlines on the 1st, single-blind, revise verdict
The work is a shipped production system with deployment evidenceICDE industry track (or SIGMOD industrial)Non-academic co-author, production-scale story
The work needs journal-length treatmentIEEE TKDE or The VLDB JournalFull-length exposition; ICDE best papers are invited to extend into TKDE anyway
The work is European-database-community facingEDBTOverlapping scope, different community and calendar

Fit signal table

Signal in the projectICDE reading
A new index, operator, or storage layout with a systems evaluationCore fit — the house genre
A concurrency/transaction protocol exploiting new hardwareCore fit (cf. the Bw-Tree exemplar)
A platform primitive an ecosystem can build onCore fit (cf. the SpatialHadoop exemplar)
A production cloud-database architecture with deployment lessonsIndustry and applications track
An ML model that happens to run on dataRoute to an ML venue unless the DB primitive is the contribution
A pure theory result with no system or workloadRoute to a theory or journal venue

Sharpening moves before committing

  • Name the primitive in one sentence. "We make ordering a read-time cost so ingestion is write-bandwidth-bound" is a primitive; "we improve time-series databases" is a topic.
  • Check the round you can actually hit. Because a Round 1 reject skips you to the next edition, do not aim a half-built system at Round 1 just because it is sooner.
  • Decide research vs. industry honestly. If the evidence is production scale and the novelty is engineering-at-scale rather than a new mechanism, the industry track fits better and reviews you on the right axis.
  • Topic emphasis and track boundaries drift between editions; scan the current call's topic list before final routing.

Output format

[Fit] strong ICDE / possible ICDE / better elsewhere
[Primitive] <one-sentence data-management primitive, or "none">
[Best venue] ICDE-research / ICDE-industry / SIGMOD / PVLDB / TKDE / EDBT / other
[Round target] Round 1 or Round 2 of which edition, if ICDE
[Top rejection risk] <novelty / evaluation / scope / wrong-track>
[Next action] <build, measure, reframe, or venue switch>

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