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Causal analysis of network logs with layered protocols and ...
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In this work, we propose a method for extracting contextual information in network logs by combining a graph-based causal inference algorithm and a pruning ...
Causal analysis of network logs with layered protocols and ...
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由 S Kobayashi 著作被引用 17 次 — In this paper, we propose a method of combining causal inference and domain knowledge in analyzing network logs for automated troubleshooting. ... network ...
Causal analysis of network logs with layered protocols and ...
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由 S Kobayashi 著作2019被引用 17 次 — "An algorithm for deciding if a set of observed independencies has a causal explanation".
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Causal analysis of network logs with layered protocols and ...
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This work proposes a method for extracting contextual information in network logs by combining a graph-based causal inference algorithm and a pruning method ...
Causal analysis of network logs with layered protocols and ...
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由 S Kobayashi 著作2019被引用 17 次 — In this work, we propose a method for extracting contextual information in network logs by combining a graph-based causal inference algorithm and a pruning ...
Causal analysis of network logs with layered protocols and ...
ResearchGate
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Download Citation | On Oct 1, 2019, Satoru Kobayashi and others published Causal analysis of network logs with layered protocols and topology knowledge ...
Causal Analysis of Network Log Events - Satoru Kobayashi
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2020年2月18日 — 53–67, 2018. [8] S. Kobayashi et al. ”Causal analysis of network logs with layered protocols and topology knowledge”, CNSM, 2019.
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Satoru Kobayashi
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Causal analysis of network logs with layered protocols and topology knowledge. S Kobayashi, K Otomo, K Fukuda. Proceedings of the 15th International Conference ...
Comparative Causal Analysis of Network Log Data in Two ...
IIJ技術研究所
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由 S Kobayashi 著作被引用 4 次 — In this paper, we focus on relational information among network log events that follow standardized network protocols regardless of network environment. We ...
[PDF] A Quantitative Causal Analysis for Network Log Data
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This work proposes LogRCA, a novel method for identifying a minimal set of log lines that together describe a root cause that consistently outperforms ...