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[Algorithm] Evaluate a potential new SOTA algorithm on stream log parsing #18

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Superskyyy opened this issue Sep 10, 2022 · 0 comments
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Algorithm The work is on the algorithm side analysis: log help wanted Extra attention is needed Research Some thing that highly relates to research focus, not implementation.

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The following paper was recently published and claims to outperform Drain with some improvements.

Mainly the classification of logs and templates based on propositional logic.

Details 1) Proposition 1: the log message E belongs to the log template T. (2) Proposition 2: all the variable subsequences in the log message E share the same structure with their counterparts in the template T. (3) Proposition 3: not all the variable subsequences in the log message E share the same structure with their counterparts in the template T. (4) Proposition 4: the log message E does not belong to the log template T.

Although not a priority, it should be evaluated as we aim for better.
Note: this algorithm doesn't have open implementation yet. I will send an email to the authors for a replication package.
https://downloads.hindawi.com/journals/scn/2022/1559270.pdf

@Superskyyy Superskyyy added Algorithm The work is on the algorithm side analysis: log labels Sep 10, 2022
@Superskyyy Superskyyy self-assigned this Sep 10, 2022
@Superskyyy Superskyyy added Research Some thing that highly relates to research focus, not implementation. help wanted Extra attention is needed labels Sep 25, 2022
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Algorithm The work is on the algorithm side analysis: log help wanted Extra attention is needed Research Some thing that highly relates to research focus, not implementation.
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