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Get Started Free →Use when reasoning about how an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) submission is evaluated — the two-round extended-abstract model, the round-one gate by two reviewers, the round-two read by 3-4 reviewers, double-blind reviewing, rebuttal, conditional acceptance with shepherding, and how ATC differs from OSDI/SOSP/NSDI.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 51% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 23% | 0% |
Model the pipeline before interpreting any single review. ATC's process is unusual among systems venues in 2026 because it runs in two rounds gated by a two-page extended abstract, and because acceptance is conditional on a shepherd. The most consequential mental shift for authors arriving from a single-round conference is that round one can end your submission before anyone reads the full paper — the extended abstract is not a formality.
atc26.hotcrp.com) with double-blind anonymity:identities are mutually hidden through reviewing.
broad systems perspective; abstracts below the bar are rejected early. The extended abstract is review-only and not published.
significance and usefulness of the systems contribution, the soundness of the design, the honesty and completeness of the measurements, reproducibility, and clarity.
factual misreadings and, where relevant, summarize revisions relative to a prior submission.
requires satisfying a shepherd (a PC member) on required revisions. Accepted papers publish in the ACM DL under Open Access.
| Outcome | What it means | Author move | |---|---|---| | Early reject (round one) | The abstract did not convey a problem, contribution, and result that clear the bar | Reframe the abstract; the paper may be fine but the pitch failed — see atc-writing-style | | Full review, then reject | A design or evidence gap survived the full read | Fix the substance, not the framing; consider a sibling venue | | Conditional accept | Contribution holds; specific revisions required | Treat the shepherd's list as binding; make or explicitly justify each item | | Reject with encouragement | Structural but repairable over a cycle | Rebuild the evidence and resubmit next cycle or reroute |
The strategic reading: because round one judges the abstract, the highest-leverage editing on the whole paper is often the two pages a round-one reviewer sees. Write the submission so its problem and result are legible before the details.
takes a broader, more practical slice and welcomes solid, useful, well-measured work a flagship might call incremental. A paper bounced from OSDI on "not novel enough" can be a strong ATC paper if the engineering and measurement are real. Neither shares ATC's two-round extended-abstract gate.
scope is all of systems and its 2026 calendar is a single June deadline. Route a networked-systems design there if the network is the contribution.
often calendar and community pull. Under SIGOPS, ATC and EuroSys now sit in the same family, so check both deadlines.
USENIX-funded open access and no APC. The 2026 SIGOPS edition changed the round structure, the calendar, and the cost model at once — do not carry the old process forward.
Round one: two broad-perspective systems reviewers judging whether the idea and result are worth a full read. Round two: 3-4 reviewers closer to your subarea who open the artifact, check whether the measurements are end-to-end and honest about cost, and probe whether the baselines are fair. Vague design descriptions and average-only results get caught, not skimmed.
text[Before submission] topic tags -> reviewer pool; a self-standing abstract -> surviving round one [Round-one gate] none after upload — the abstract is your only round-one argument [Rebuttal] factual corrections, a missing number a reviewer asked for, misread-claim fixes [Conditional accept] the shepherd round: make every required change or justify declining it, evidenced [After reject] no appeal; reroute to a sibling systems venue or strengthen and resubmit
A rebuttal moves borderline papers when it corrects a factual misreading or supplies a measurement a reviewer said was missing; it does not move papers by arguing taste. In the shepherd round, a silently skipped required change is what turns a conditional accept into trouble.
required revisions land.
in the SIGOPS transition.
text[Process stage] pre-submission / round one / round two / rebuttal / conditional accept / final [Decision driver] the criterion carrying the outcome (significance | soundness | evidence | clarity | reproducibility) [Round-one readiness] does the extended abstract stand alone and clear the bar? yes/no [Leverage plan] the next-stage action that can actually change the outcome [Forbidden moves] identity leak / unsupported new claims / skipping a shepherd-required change
Other measured skills in the registry, with their headline benchmark lift.