Socc Related Work

SoCC Related Work

Use this to audit novelty and eligibility. SoCC reviewers come from both SIGMOD and SIGOPS, so a credible related-work section reaches both lanes — the systems flagships and the data-management flagships — and states where your paper sits relative to the nearest prior work as a delta, not a list. A bibliography that cites only one community tells a reviewer from the other that the paper may be a visitor. Reopen the current call for dual-submission, anonymity, and prior-publication rules before advising authors.

Positioning checks

• Separate the cloud novelty from the engineering effort. What is new: a mechanism, a measurement, a benchmark, a deployment lesson, or a cost model — and is it new to both communities or only one?
• Cover both lanes. SoCC reviewers expect the systems venues (OSDI/NSDI/EuroSys/ATC/SOSP/SoCC) and the data venues (SIGMOD/VLDB) where relevant, not just the papers nearest your mechanism.
• Write delta-first. Each closely related paper gets one sentence naming what it did and one naming what you do differently — not a summary. Position, don't catalog.
• Preserve dual anonymity. Cite your own prior work in the third person and never link reviewers to an identity-revealing preprint, repository, deployment, or homepage.
• Declare overlap with any prior workshop version (e.g., a HotCloud/HotStorage short paper) or concurrent submission; do not re-submit archival work as new.

Cloud literature lanes

A bibliography spanning the systems flagships and the data flagships signals command of SoCC's joint field; one that cites only your own subarea suggests the delta may be smaller than claimed.

Delta-first positioning vignette

Suppose the paper proposes a tail-aware serverless autoscaler and a supporting measurement. Its nearest neighbors: a systems-flagship autoscaler that scales on concurrency (mechanism, no tail target), a SoCC serverless paper on cold starts (adjacent problem, different lever), and a data/measurement study of function invocation traces (characterization, no mechanism). The novelty sentence should name all three contrasts — a tail-SLO controller where the flagship used concurrency, a provisioning lever where the cold-start paper optimized startup, and a built system where the measurement study offered only characterization.

Concurrent and prior-version judgment calls

[Concurrent arXiv work]   cite neutrally, state the technical difference, avoid unverifiable
                          priority claims; keep the citation dual-anonymous
[Your workshop version]   a HotCloud/HotStorage-style short paper is usually citable and
                          non-archival, but confirm against the current CFP and phrase so
                          anonymity survives
[Prior short/poster]      declare the overlap and state what the full paper adds beyond it
[Archival status unclear] declare the overlap in the submission form rather than guessing a
                          chair's interpretation

Eligibility red flags

• Substantial text overlap with a published paper by the same authors (self-plagiarism risk).
• A "new" measurement that re-reports a prior trace's numbers without a new question.
• Citations exclusively to one community (all systems or all data), signaling the paper may be a visitor rerouted without reframing for SoCC's joint audience.

Output format

[Eligibility] clear / needs declaration / risky
[Lanes covered] <systems flagships / data management / cloud-infra / measurement / adjacent>
[Nearest 3 works] <work -> one-line delta>
[Archival-overlap risk] <none / declare: what>
[Novelty sentence] <SoCC-ready contribution contrast against the nearest systems AND data prior work>

Source: brycewang-stanford/Awesome-Journal-Skills → SoCC-Skills/skills/socc-related-work/SKILL.md