Automatic Configuration Repair

Networks are error-prone due to misconfigurations, and it is hard to identify the root causes in the configuration and find a repair due to the size and complexity of networks running distributed routing protocols. Thus, we advocate Automatic Configuration Repair (ACR) to reduce the manual effort. Specifically, we draw some insights from the field of Automatic Software Repair (ASR), crystallize some lessons learned from the real-world repair experience of a large service provider, and propose some directions to realize ACR. Inspired by the generate-and-validate approach from ASR, we propose localize-fix-validate as a possible approach to realize ACR.

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Publication Details

Published
2024-11-11
DOI
https://doi.org/10.1145/3696348.3696895
Citations
2
Primary Topic
Software System Performance and Reliability
Type
article
Field-Weighted Citation Impact
0.70
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article

Automatic Configuration Repair

Weirong Jiang, Jiawei Chen, Anubhavnidhi Abhashkumar, Peng Zhang et al.
2 citations
Software System Performance and Reliability
0.70
article

Automatic Configuration Repair

Weirong Jiang, Jiawei Chen, Anubhavnidhi Abhashkumar, Peng Zhang, Xu Liu
article en
2 citations

Abstract

Networks are error-prone due to misconfigurations, and it is hard to identify the root causes in the configuration and find a repair due to the size and complexity of networks running distributed routing protocols. Thus, we advocate Automatic Configuration Repair (ACR) to reduce the manual effort. Specifically, we draw some insights from the field of Automatic Software Repair (ASR), crystallize some lessons learned from the real-world repair experience of a large service provider, and propose some directions to realize ACR. Inspired by the generate-and-validate approach from ASR, we propose localize-fix-validate as a possible approach to realize ACR.

Xi'an Jiaotong University (CN)
Openalex Percentile: Top 27%
Software System Performance and Reliability
0.70
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