Probe traces for "Edge-Inference Governors Need Memory-Clock State"
收藏资源简介:
Bulk raw measurement traces underlying the paper "Edge-Inference Governors NeedMemory-Clock State" (Jaehoon Kang), arXiv:2606.16106. This archive holds the large raw traces that exceed GitHub's file-size limits.The measurement harness, analysis scripts, per-run summaries, and thedeployed-governor result tables live in the companion code repository:https://github.com/dankang21/jetson-latency-lab — this dataset complements themwith the bulk per-cycle / per-transition traces only. Contents- results/<campaign>/*.probe.csv — per-pair frequency-transition and per-cycle raw probe traces (tens to hundreds of MB each) for the EMC/CPU/GPU actuation and deployed-governor campaigns.- results/e4_replication/ — RQ2 independent burst-replication raw data: the Orin NX Part-B matrix (EMC 2133/3199 MHz × adversary {none, memory}) plus worst-cell repeats, and the Orin Nano repeats.- results/e5_tensorrt/ — runtime-robustness sweep under a fused TensorRT FP16 engine (EMC {204, 665.6, 2133, 3199} MHz × {MobileNetV2, ViT-Small, L2-resident GEMM, GEMV proxy}). Platforms: NVIDIA Jetson Orin Nano Super (8 GB) and Jetson Orin NX (16 GB),JetPack 6 / L4T R36, PREEMPT_RT. Each run carries its locked CPU/GPU/EMC clocks,power mode, and command in a .meta.json or in-file header; CSV columndefinitions are documented in the harness repository. This is the expanded data release accompanying the two-SKU, deployed-governorversion of the paper; it supersedes the original probe-trace-only release.



