# Fault Recovery on Failure-Dataset-OpenStack (test) Source: [Fault Recovery on Failure-Dataset-OpenStack (test)]() Collection index: [llms.txt]() Data updated: 2026-07-03T06:51:02.600Z Evaluation of system performance on fault recovery scenarios using the test split of the Failure-Dataset-OpenStack, measured by Average Recovery Time. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Fault Recovery | | Dataset (including any stated split) | Failure-Dataset-OpenStack (test) | | Metric | Average Recovery Time (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 4 of 4 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Average Recovery Time (s)](): Lower is better; unit: TIME. - [Recovery Time Improvement (%)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Average Recovery Time (s) | Result date | Report paper | | --- | --- | --- | --- | | PASE | 72 | Not recorded | 6a474208143ebdcacacc5be0 | | IFSHM | 85 | Not recorded | 6a474208143ebdcacacc5be0 | | Deformable DETR-FD | 105 | Not recorded | 6a474208143ebdcacacc5be0 | | GCN-FR | 115 | Not recorded | 6a474208143ebdcacacc5be0 | ### PASE Average Recovery Time (s): 72. Result ID: 6a475bd660b88bb339923529. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA-2-7B","Fine-tuning":"LoRA","Optimization Algorithm":"Soft Actor-Critic (SAC)"}. This record does not assert independent reproduction. ### IFSHM Average Recovery Time (s): 85. Result ID: 6a475bd660b88bb33992352a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Baseline"}. This record does not assert independent reproduction. ### Deformable DETR-FD Average Recovery Time (s): 105. Result ID: 6a475bd660b88bb33992352b. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Time-series anomaly detection"}. This record does not assert independent reproduction. ### GCN-FR Average Recovery Time (s): 115. Result ID: 6a475bd660b88bb33992352c. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Dependency graph reasoning"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.