Exploring the Utility of Developer Exhaust

Max Lam
Max Lam
Paroma Varma
Paroma Varma
Luigi Nardi
Luigi Nardi

DEEM@SIGMOD, pp. 7:1-7:7, 2018.

Cited by: 1|Views39
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Abstract:

Using machine learning to analyze data often results in - code, logs, or metadata that do not define the learning algorithm but are byproducts of the data analytics pipeline. We study how the rich information present in developer exhaust can be used to approximately solve otherwise complex tasks. Specifically, we focus on using log data ...More

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