SenSys Artifact Evaluation
Packages embedded sensor systems research artifacts to secure ACM reproducibility badges with hardware-optional evaluation tiers.
SenSys Artifact Evaluation guides researchers through preparing, packaging, and verifying artifacts for ACM SenSys Artifact Evaluation Committee (AEC) review. It helps authors strategically target ACM badges (Artifacts Available, Functional, and Results Reproduced) by constructing a tiered, hardware-optional evaluation path—including trace replay and emulation—so reviewers can evaluate experiments without custom physical testbeds. The skill also enforces comprehensive hardware, energy, and ground-truth provenance documentation alongside automated smoke test validation.
Key Features
01Automated package hygiene and smoke-run verification scripts
02Tiered hardware-optional evaluation pathways (trace replay, emulation, and full hardware)
03Structured output formatting for rapid iteration with Artifact Evaluation Committees
04ACM badge strategy planning for Available, Functional, and Results Reproduced certifications
051,090 GitHub stars
06Standardized energy and ground-truth provenance templates (ENERGY.md and GROUND_TRUTH.md)
Use Cases
01Creating standalone trace-replay scripts enabling figure reproduction without physical hardware
02Packaging sensor network and IoT research code and traces for ACM SenSys AEC submissions
03Documenting energy instrumentation parameters, sampling rates, and ground-truth error metrics