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Watch interviews from the conference floor at the 2009 Google I/O Developer Sandbox. Developers chat with us on their apps and share technical as well as business insights on challenges and best practices.

Company interviewed: Crazy Pixel Productions

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When a complex production system fails or has some less severe but still undesirable behavior, often the debugging technique of first resort is to examine system logs or other passively gathered signals that might hold important clues about the nature of the problem. By its very nature, this data is normally noisy and incomplete. We define a statistical notion of "influence" between components that deals gracefully with this situation. Intuitively, two components influence each other if their behavior is statistically correlated, and we can often show correlation even if the available data is insufficient to show why the components might affect one another. We show how to compute influence, how to present influence in a useful form as a Structure of Influence Graph among components, and give an extended example of the application of these ideas to a real system.

We would also like to apply these ideas to more systems, and would enjoy discussing possible collaborations with anyone who has interesting systems to study.

This is joint work with Adam Oliner.

Presented by Alex Aiken

Alex Aiken received his Bachelors degree in Computer Science and Music from Bowling Green State University in 1983 and his Ph.D. from Cornell University in 1988. Alex was a Research Staff Member at the IBM Almaden Research Center (1988-1993) and a Professor in the EECS department at UC Berkeley (1993-2003) before joining the Stanford faculty in 2003. He is an ACM Fellow, a recipient of Phi Beta Kappa's Teaching Award, and a former National Young Investigator.

Google Tech Talk
April 22, 2009

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Need to ensure your background processes stay up and running and don't use too many resources? Check out the god gem as shown in this episode.

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Summary
Alexandre Rafalovitch delivers an organized overview of the tools and techniques that help with resolving problems that arise in real production environments. The presentation places emphasis on free and open source tools capable of being useful out of the box, without extensive configuration. Common problems are discussed, along with methods of rapid analysis and root cause determination.

Bio
Alexandre Rafalovitch is a software developer with more than 15 years of experience spanning design and development, training and support. He has been working with Java since JDK 1.0a3. Alexandre's blog is at http://blog.outerthoughts.com.

About the conference

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