Implementing troubleshooting with batch repair

Roni Stern; Meir Kalech; Hilla Shinitzky

Implementing troubleshooting with batch repair

Roni Stern
, Meir Kalech
, Hilla Shinitzky

Research output: Contribution to journal › Conference article › peer-review

Abstract

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).

Original language	English
Pages (from-to)	113-118
Number of pages	6
Journal	CEUR Workshop Proceedings
Volume	1507
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

ASJC Scopus subject areas

General Computer Science

Cite this

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title = "Implementing troubleshooting with batch repair",

abstract = "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).",

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year = "2015",

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language = "English",

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journal = "CEUR Workshop Proceedings",

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AU - Stern, Roni

AU - Kalech, Meir

AU - Shinitzky, Hilla

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N2 - 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).

AB - 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).

UR - https://www.scopus.com/pages/publications/84961309556

M3 - Conference article

SN - 1613-0073

VL - 1507

SP - 113

EP - 118

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

T2 - 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

Y2 - 31 August 2015 through 3 September 2015

ER -

Implementing troubleshooting with batch repair

Abstract

ASJC Scopus subject areas

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