Xing He
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| title | conference | date |
|---|---|---|
| FailureMiner: A Joint Key Decision Mining Scheme for Practical SSD Failure Prediction... | FAST '26 | 2026-02-24 |
Claims an interpretable pipeline that boosts SSD failure precision by ~38.6% and recall by ~80.5% using production telemetry (70M logs, 85 attributes) from… | ||
| MSFRD: Mutation Similarity based SSD Failure Rating and Diagnosis for Complex... | USENIX ATC 2024 | 2024-07-10 |
Proposes MSFRD, which uses dynamic mutation extraction from telemetry (51M+ T logs, 85 custom attributes) and a weighted mutation-similarity metric to score… | ||
| Multi-view Feature-based SSD Failure Prediction: What, When, and Why | FAST '23: 21st USENIX Conference on File and Storage Technologies | 2023-02-21 |
Proposes MVTRF multi-view multi-task random forest that concatenates per-log attributes with histogram and sequence features extracted from long-term and… | ||
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