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vldb-review-process

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Use when reasoning about how PVLDB reviewing actually works, covering the rolling monthly pipeline, the roughly six-week review turnaround, the accept/revise/reject outcome space, the one-shot revision's odds, single-blind dynamics, the volume review board, and how a VLDB decision differs from batch-deadline venues.

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Source SKILL.md: https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/HEAD/VLDB-Skills/skills/vldb-review-process/SKILL.md

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VLDB Review Process

Use this to set expectations after (or before) a PVLDB submission. The process is a journal pipeline wearing a conference badge: a standing review board for the volume, decisions on a monthly cadence, and a revision outcome with teeth. Details below were verified 2026-07-08 for Vols 19/20; the live guidelines page governs.

The pipeline at a glance

25th: abstract  ->  1st: paper (5PM PT)  ->  ~15th next month: reviews + verdict
                                                    |
                            accept ---------------- 3 outcomes ---------------- reject
                                                    |
                                            revise (one-shot)
                                                    |
                              up to 3 months -> revised paper -> same reviewers
                                                    |
                                             accept or reject

Roughly six weeks from deadline to decision is the structural promise of the rolling model — competitive with any CS venue — and the price is that there is no rebuttal stage: your first chance to talk back is the revision, if offered.

What each outcome means here

OutcomePractical meaningYour move
AcceptPublication in an upcoming monthly issue; conference slot at the matching VLDBCamera-ready discipline (vldb-camera-ready)
ReviseReviewers believe a specific, listed set of fixes could flip themRequirement ledger + three-month plan (vldb-author-response)
RejectThe paper as framed did not convince this panelRework before any re-entry; check current re-submission rules (待核实 whether an embargo applies)

A revise verdict is genuinely positive signal — the board spends its future reviewing time only on papers it considers rescuable.

Who is reading

  • The volume operates with Editors-in-Chief (who double as the conference PC chairs — Vol 20: Boehm and Hose per secondary sources) atop a standing review board assembled for the volume.
  • Expect builder-reviewers: people who wrote storage engines, optimizers, and the baselines you measured. Implementation hand-waving and untuned competitors are caught by lived experience, not by checklists.
  • Review is single-blind: reviewers see your names. Track records cut both ways — a known group gets less benefit of the doubt for overclaiming, not more.

Reading reviews on the monthly clock

  • The verdict letter's required-changes list is the only text that matters for a revise; reviewer musings outside it are advisory.
  • For a reject, extract the decision reason (novelty vs. evidence vs. fit) before touching the draft — rolling venues tempt authors into resubmitting cosmetically-edited papers at machine-gun pace, and review boards notice.
  • Timing tactics around "easier months" are folklore; the board is standing and the bar does not oscillate. Pick the month your evidence is ready.

Contrast with batch venues

At a batch-deadline conference a rejection costs a year and a rebuttal is a 480-word ritual; at PVLDB a rejection costs a rework cycle, and the revision is a real second review with new evidence allowed. Optimize accordingly: at this venue, holding a submission until the weakest experiment is fixed is cheap, and burning the revision on a preventable flaw is expensive.

Output format

[Stage] pre-submission / under review / revise / rejected / accepted
[Clock position] <deadline used, expected decision date>
[Outcome analysis] <required-changes list or decision reason>
[Panel model] <likely reviewer profile for this topic>
[Next move] <hold, revise per ledger, rework, or camera-ready>
[Rules to reverify] <re-submission terms, current escalation channel>