The Unified Logging Infrastructure for Data Analytics at Twitter

@article{Lee2012TheUL,
  title={The Unified Logging Infrastructure for Data Analytics at Twitter},
  author={George Lee and Jimmy J. Lin and Chuang Liu and Andrew Lorek and Dmitriy V. Ryaboy},
  journal={PVLDB},
  year={2012},
  volume={5},
  pages={1771-1780}
}
In recent years, there has been a substantial amount of work on large-scale data analytics using Hadoop-based platforms running on large clusters of commodity machines. A lessexplored topic is how those data, dominated by application logs, are collected and structured to begin with. In this paper, we present Twitter’s production logging infrastructure and its evolution from application-specific logging to a unified “client events” log format, where messages are captured in common, well… CONTINUE READING
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