International Symposium On Computer Architecture

International Symposium on Computer Architecture (ISCA)

Conference positioning

International Symposium on Computer Architecture (ISCA) is a top computer-science conference venue for processor architecture, memory systems, accelerators, datacenters, and architecture evaluation. It rewards an architecture paper with rigorous simulation or hardware evidence and clear architectural insight. Treat this skill as a fit / venue-selection / re-framing tool for conference submission strategy, not as a substitute for the current year's CFP, author kit, ethics policy, or submission portal.

Because CS conferences change deadlines, templates, page limits, review workflow, artifact rules, AI-use policy, and rebuttal formats every cycle, always verify the live official instructions before making a submission-ready recommendation. Start from the official source anchor recorded for this venue in ../../resources/conference-roster.md and ../../resources/official-source-map.md.

When to trigger

• The author names ISCA / International Symposium on Computer Architecture as the target venue.
• A manuscript in processor architecture needs a conference-fit read before being formatted or submitted.
• The paper must be re-framed from journal style or arXiv style into a selective CS conference narrative.
• The author needs an evidence-gap, anonymity, artifact, rebuttal, or re-routing diagnosis for this venue.

Scope & topic fit

• Core fit: processor architecture, memory systems, accelerators, datacenters, and architecture evaluation.
• Best submissions make a precise contribution type visible: algorithm, theorem, system, dataset, benchmark, empirical finding, design artifact, tool, or socio-technical analysis.
• The paper should explain why the result matters to ISCA's reviewers, not just why it is interesting to the authors' lab or product context.
• Position related work against the most recent conference-cycle papers in this venue and its closest siblings; stale comparisons are a common early-review weakness.
• If the contribution is interdisciplinary, state which part is CS research and which part is domain evidence.

Venue-specific calibration

• Reviewer lens: Treat ISCA as a computer architecture flagship venue whose reviewers expect the scope and evidence to match its own community. Do not submit a generic CS paper until the introduction names the exact subcommunity, contribution type, and proof or empirical standard.
• Contribution hook to foreground: the venue-specific contribution bar.
• Scope vocabulary to use naturally in the abstract and introduction: processor architecture, memory systems, accelerators, datacenters, and architecture evaluation.
• Distinctive fingerprint for reviewer calibration: processor, architecture, memory, accelerators, datacenters, evaluation, venue-specific, contribution, flagship, iscaconf.
• Official anchor domain: iscaconf.org. Quote annual rules only after opening that source and the current-year CFP/author kit.

Close-neighbor routing guardrail

• Route to ISCA when the paper is a flagship computer-architecture contribution with strong architectural insight, evaluation, and workload relevance.
• Compare HPCA for high-performance architecture, MICRO for microarchitecture, ASPLOS for architecture/systems/PL crossovers, and SC for high-performance computing.

What distinguishes this venue from its closest siblings

• What ISCA is. The ACM SIGARCH + IEEE TCCA flagship — the broadest, most prestige-dense computer-architecture venue.
• vs HPCA. HPCA (IEEE) is focused on high-performance architecture; ISCA spans the full architecture agenda and sits atop the ISCA/MICRO/HPCA/ASPLOS "big four".
• Routing. Route arch+OS+language co-design to ASPLOS, microarchitecture/implementation to MICRO, and high-performance-specific work to HPCA.

ISCA-specific routing detail

• Prefer ISCA when the paper targets the flagship computer-architecture community with processor, memory, accelerator, cache, interconnect, or architectural-method contributions.
• Compare HPCA for high-performance architecture cycle/community fit, ASPLOS for architecture plus programming languages/OS, and SC when system-scale HPC deployment is the claim.
• ISCA evidence should make architecture novelty, workload representativeness, simulator/hardware credibility, design tradeoffs, and cross-benchmark robustness visible.

Method & evidence bar

• Build the artifact or prototype far enough that the core design can be measured under realistic workloads.
• Use appropriate baselines, sensitivity analyses, and workload characterization; systems reviewers look for hidden bottlenecks.
• Separate engineering effort from research contribution: name the abstraction, mechanism, or tradeoff.
• For ISCA, the evidence must support the venue-specific signature: an architecture paper with rigorous simulation or hardware evidence and clear architectural insight.
• Include limitations, negative results, compute/resource reporting, data provenance, and ethics details when they affect the claim.

Structure & house style

• Start from a systems pain point and show why existing abstractions fail.
• Use evaluation sections that answer research questions, not a tour of every benchmark run.
• Use the current official template exactly; do not guess page limits, font sizes, supplement rules, anonymity exceptions, or camera-ready requirements from old cycles.
• The introduction should answer: problem, why now, what is new, why this venue, and what evidence proves the claim.
• Put the strongest result in the main paper, not only in the appendix or supplement; reviewers should not have to reconstruct the contribution.

Official-cycle checklist

• Open the live official venue page: https://iscaconf.org/
• Re-check the current cycle's CFP, author kit, submission system, abstract/paper deadlines, page limits, supplementary-material rules, anonymity policy, dual-submission policy, ethics policy, AI-use policy, artifact/code/data expectations, rebuttal/author-response format, and camera-ready requirements.
• Confirm the review workflow and portal: the current USENIX/ACM/IEEE author kit, artifact policy, and submission system.
• Check whether accepted papers require in-person presentation, separate registration, artifact badges, proceedings copyright, or post-acceptance release forms.
• If the live official instructions conflict with this skill, the official instructions win.

Pre-submission self-check

• One sentence states why this manuscript belongs at ISCA, using the venue's scope rather than generic "top conference" language.
• The claim is calibrated to the evidence: no broader than the datasets, proofs, systems, user studies, deployments, or threat model support.
• Related work includes the nearest current-cycle computer architecture flagship papers and explains the technical delta.
• The paper satisfies the current official template, anonymity, ethics, artifact, and rebuttal requirements.
• The main paper is self-contained enough for reviewers to evaluate novelty and correctness without hunting through external links.

Common desk-reject triggers

• Toy implementation or microbenchmark-only evidence for a systems claim.
• No comparison to mature systems or no explanation of deployment constraints.
• Performance gains with unclear workload representativeness.
• Formatting, anonymity, dual-submission, external-link, or supplement violations under the current-year policy.
• A contribution framed for a neighboring field while giving ISCA reviewers too little technical or empirical substance.

Re-routing decision

If the paper misses ISCA's bar, compare against acm-symposium-on-operating-systems-principles / usenix-symposium-on-operating-systems-design-and-implementation / usenix-symposium-on-networked-systems-design-and-implementation / acm-sigcomm. Re-route based on contribution type, not prestige: theory to a theory venue, systems to a systems venue, application-heavy work to a domain venue, and early ideas to workshops or shorter tracks when the official CFP supports them.

Output format

[Fit] High / Medium / Low (one-line reason)
[Target] International Symposium on Computer Architecture (ISCA)
[Contribution type] algorithm / theory / system / dataset / benchmark / empirical / design / security / other
[Main evidence gap] <single most important missing proof, experiment, study, artifact, or policy check>
[Official items to re-check] CFP / author kit / deadline / format / anonymity / ethics / AI-use / artifact / rebuttal / camera-ready
[Top rejection risk] <venue-specific risk>
[Re-route suggestion] <better-matched conference or journal if not a fit>

Source: brycewang-stanford/Awesome-Journal-Skills → Computer-Science-Conference-Skills/skills/international-symposium-on-computer-architecture/SKILL.md