Skills Data Science VLDB Conference Paper Submission Guide

VLDB Conference Paper Submission Guide

v20260724
vldb-submission
A comprehensive checklist and guide for authors submitting research papers to PVLDB (Proceedings of the VLDB Endowment). This resource details critical steps, including adherence to multiple deadlines (abstract, full paper), category budget selection, single-blind formatting rules, and author co-contribution caps, ensuring submissions avoid desk rejection.
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Overview

VLDB Submission

Run this in the two weeks before a PVLDB monthly deadline. VLDB research papers enter through PVLDB (Proceedings of the VLDB Endowment), and the volume's own guidelines page — not the conference site's summary — is the governing document. Everything dated below was checked 2026-07-08; reopen the live volume page first.

The three clocks of one deadline

PVLDB splits a single submission across three dates, and missing the first one kills the cycle quietly:

  1. 20th of the prior month — CMT opens for the cycle.
  2. 25th of the prior month — mandatory abstract (title, authors, abstract, subject areas) registered in CMT. No abstract, no paper slot.
  3. 1st of the month, 5:00 PM Pacific Time — full paper due. This is a Pacific-clock deadline, not AoE; for most of the world it lands in the middle of the night before the date your calendar shows. No extensions.

Category and budget check

Pick the category deliberately — reviewers calibrate expectations to it:

Category (VLDB 2026 cycle) Body budget What reviewers expect
Regular Research 12 pp + refs New technique with systems evidence
Experiment, Analysis & Benchmark 12 pp + refs Rigorous study; reproducibility evaluation is mandatory
Scalable Data Science 8 pp + refs Data-science pipeline at scale, practice-forward
Vision 6 pp + refs Agenda-setting argument, less evidence

References are uncapped, but appendices and acknowledgements count inside the budget. Category continuation and budgets for the volume you target: confirm on the live page (待核实 for Vol 20 beyond the sources in the source map).

Identity and caps

  • PVLDB review is single-blind: author names and affiliations belong on the paper. Do not strip them the way SIGMOD or ML venues require — an anonymous PVLDB submission is a formatting error, not a virtue. Reconfirm the wording on the live guidelines before submission.
  • Count coauthor load before promising a submission: Vol 20 caps each author at two papers per month and twelve per year.
  • Declare conflicts accurately in CMT; the review board assignment runs on them.

Pre-deadline audit sequence

[ ] Live volume identified (Vol 20 on 2026-07-08) and its guidelines reopened
[ ] Abstract registered in CMT before the 25th, title/author list final
[ ] Category chosen; page budget measured with appendix included
[ ] Volume template applied unmodified; fonts legible at print size
[ ] Author names and affiliations present (single-blind), conflicts declared
[ ] Caps checked for every author, not just the lead
[ ] Artifact URL decided: include now or forfeit the availability signal
[ ] Deadline converted to your local time from 5:00 PM PT on the 1st

What draws a desk rejection here

  • Overrunning the category budget or squeezing with template edits.
  • Submitting to a closed cycle because the abstract step was missed.
  • A cover page missing authors, or CMT metadata contradicting the PDF.
  • Blowing an author's cap — the excess paper, not the earliest, is at risk.

One month's miss costs exactly one month — the next cycle opens on the 20th. Submitting a half-ready paper to "make this month" wastes a cap slot and burns the one revision the process will ever offer.

Output format

[Cycle] <volume / month targeted>
[Abstract stage] registered / at risk / missed
[Category + budget] <category, pages used vs. limit>
[Identity check] single-blind cover page complete / issues
[Cap status] <per-author counts vs. month and year caps>
[Blocking fixes] <ordered, with owner>
Info
Category Data Science
Name vldb-submission
Version v20260724
Size 3.92KB
Updated At 2026-07-29
Language