Recent work has raised the challenge of efficient automated troubleshooting in domains where repairing a set of components in a single repair action is cheaper than repairing each of them separately. This corresponds to cases where there is a non-negligible overhead to initiating a repair action and to testing the system after a repair action. In this work we propose several algorithms for choosing which batch of components to repair, so as to minimize the overall repair costs. Experimentally, we show the benefit of these algorithms over repairing components one at a time (and not as a batch).
|Number of pages||6|
|Journal||CEUR Workshop Proceedings|
|State||Published - 1 Jan 2015|
|Event||26th International Workshop on Principles of Diagnosis, DX 2015 - co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Safeprocess 2015 - Paris, France|
Duration: 31 Aug 2015 → 3 Sep 2015