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Tuesday, October 24 • 22:30 - 23:15
The DevOps Smart Road: Integrating AI Into DevOps (Barry Snyder)

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In our third year of enterprise DevOps and Agile adoption, Fannie Mae has the need for rapid improvements to our DevOps platform. This is challenging with over 450 application teams with diverse practices, technologies, and in some cases derivatives to the enterprise DevOps platform. This presentation speaks to our first step on the journey towards realizing a smart road that allows Fannie Mae to identify patterns as they evolve via AI Machine Intelligence.

Driven by continual improvement in our practices, realizing transparent governance, and our underpinning technologies we evaluated options for a smarter and faster analysis of our monitoring. We identified that the current trends in Machine Intelligence may open doors to solving our dilemma as a “DevOps Smart Road”. With that thought in mind we have embarked on a journey leveraging both deep and wide machine learning techniques to perform cognitive analysis of our technical event data.

Through cognitive analysis of event data we hypothesized that we could quickly and rapidly target the impacts of using specific practices (agile, BDD, TDD, CI\CD, etc.) coupled with particular tools (Jenkins, Cucumber, JIRA, Nexus, SonarQube, etc.). Above and beyond this analytics we could identify where projects are going astray, projects that are not fully adopting best practices, and remove the need for traditional governance.

Using the Improvement Kata to achieve our goals, we have been experimenting towards the implementation of a Solution. Core to the solution are python algorithms built upon TensorFlow analyzing the event data generated by projects as they utilize the enterprise DevOps platform.

Speakers
avatar for Barry Snyder

Barry Snyder

Senior Manager, DevOps Developer Frameworks & Application Quality, Fannie Mae
Accomplished enterprise change leader delivering lean, innovative solutions.Envisioned and Led Enterprise IT Transformation Strategies with lean teams actualizing agile and DevOps solutions across the IT Enterprise landscape, launched IT service portfolios, and realized lean ente... Read More →


Tuesday October 24, 2017 22:30 - 23:15
Continuous Everything: East Coast

Attendees (626)