遇见数据集

METR-LA Sensor-Network Reliability Dataset: Outage Episodes, Repair-Time Distributions, and Common-Cause Failure Statistics

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Zenodo2026-06-18 更新2026-06-21 收录
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First failure-process characterization of the METR-LA traffic forecasting benchmark (207 sensors, Los Angeles, March-June 2012). Includes 25,963 extracted outage episodes, per-sensor availability/MTBF/MTTR tables, repair-time distribution fits (lognormal, median 28 min), common-cause outage statistics (97 network-wide events), alternating-renewal model comparisons, and a PeMS %Observed cross-reference showing ~81% of METR-LA zero readings are data-delivery-chain losses rather than detector failures. Companion package for a manuscript submitted to Reliability Engineering & System Safety. Reproduction code included.

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Zenodo
创建时间:
2026-06-18
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