Quantifying Configuration Health of Software Systems

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#Software #Machine Learning #Configuration Management #Complex Systems #Silicon Valley Chapter

Configuration of complex software systems using Machine Learning and more.

Misconfigurations have been the Achilles heel in complex software systems and are often responsible for the downtimes and enablers of cyber-attacks. With the recent rise of the DevOps paradigm, configuration changes have become even more frequent, sometimes multiple times a day, thereby underscoring the importance of correct configuration.

In this talk, the speaker discusses the notion of configuration health index to assess how well the system is configured concerning various objectives and how it can be quantified based on a combination of domain knowledge and available data.

Prof. Kant also discusses the challenges in extracting and quantifying the domain knowledge and the selection of tests for diagnosing configuration problems.

Configuration of complex software systems using Machine Learning and more.

Misconfigurations have been the Achilles heel in complex software systems and are often responsible for the downtimes and enablers of cyber-attacks. With the recent rise of the DevOps paradigm, configuration changes have...

Speakers in this video

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