技能 编程开发 学术论文最佳投稿路演指南

学术论文最佳投稿路演指南

v20260724
hpca-topic-selection
本指南帮助研究人员判断其微架构或系统研究论文最适合投稿的顶级会议(如HPCA、ISCA等)。它提供了核心判断标准,包括贡献是否是可测量的微架构成本、是否具有可实现的机制,以及证据是否来自可信的仪器测量。根据项目的创新点和证据,指导用户进行战略性的投稿路线选择。
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HPCA Topic Selection

Use this before committing a project to HPCA. The question is not "is this architecture?" but "is the contribution a measured microarchitectural cost met by a buildable mechanism whose behavior is shown on a credible instrument?" If yes, HPCA fits; if the center of gravity is elsewhere, route deliberately.

The three centers of gravity

Locate where the novelty actually lives:

  • The machine — a new microarchitecture, structure, or organization is the point. Strong HPCA fit when the design is buildable and its behavior is measured.
  • The mechanism — a control policy, prediction scheme, or protocol that improves an existing machine. HPCA fit when a quantified cost motivates it.
  • The measurement — a characterization that becomes predictive or actionable. HPCA fit when the measurement yields a tool, not just an observation.

If the novelty is a pure algorithm with no machine consequence, or a full language/OS/runtime co-design, HPCA is likely the wrong seat.

Routing across the architecture year

Signal Likely venue
Measured cost → buildable mechanism, hardware-grade evaluation, ready by late July HPCA
Broad "new idea in architecture," flagship framing, November-ready ISCA
Microarchitecture depth, pipeline/structure focus, spring-ready MICRO
Cross-layer co-design spanning architecture + PL/OS/runtime ASPLOS
Deployed-system evidence rather than a research prototype HPCA Industry track
Pure model/algorithm with no machine consequence a theory or systems venue

The calendar matters: HPCA's late-July deadline is the last major architecture gate of the summer, so timing can decide routing as much as topic does. A project that just missed a spring venue often lands naturally in the HPCA winter cycle.

Main track vs Industry track

HPCA runs an Industry track alongside the main track. Route there when the contribution is evidence from a deployed or productized system — the value is the real-world measurement and the lessons, not a novel research mechanism. Route to the main track when a new mechanism or machine is the claim.

Fit test

Ask, in order:

  1. Is the cost measured? Can you state the pathology this paper attacks with a number, before proposing the fix?
  2. Is the mechanism buildable? Could a competent architect reimplement it from your description, with a stated hardware cost?
  3. Is the behavior shown on a credible instrument? A cycle-level simulator with a declared fidelity scope, validated timing models, or real silicon with captured state?
  4. Does the contribution travel? Would it generalize beyond one workload or one configuration?

Two or more "no" answers is a signal to sharpen the framing or re-route.

Worked routing example

[Project] A confidence-gated filter that suppresses useless irregular prefetches
[Center of gravity] mechanism (motivated by a measured bandwidth-waste cost)
[Cost measured?] yes — useless-traffic fraction on bandwidth-bound phases
[Buildable?] yes — one small table + gating logic, cost stated
[Instrument] cycle-level OoO sim + validated DRAM model
[Route] HPCA main track; if it were a deployed CPU's shipping prefetcher study -> Industry track

Output format

[Center of gravity] machine / mechanism / measurement
[HPCA fit] strong / plausible / weak
[Track] main / industry
[Fit-test failures] <which of the four questions answered "no">
[Recommended venue] HPCA / ISCA / MICRO / ASPLOS / other
[Reasoning] <one or two sentences>
信息
Category 编程开发
Name hpca-topic-selection
版本 v20260724
大小 3.89KB
更新时间 2026-07-28
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