A Semantic Framework for Data Analysis in Networked Systems

@inproceedings{Viswanathan2011ASF,
  title={A Semantic Framework for Data Analysis in Networked Systems},
  author={Arun Viswanathan and Alefiya Hussain and Jelena Mirkovic and Stephen Schwab and John Wroclawski},
  booktitle={NSDI},
  year={2011}
}
Effective analysis of raw data from networked systems requires bridging the semantic gap between the data and the user's high-level understanding of the system. The raw data represents facts about the system state and analysis involves identifying a set of semantically relevant behaviors, which represent "interesting" relationships between these facts. Current analysis tools, such as wireshark and splunk, restrict analysis to the low-level of individual facts and provide limited constructs to… CONTINUE READING

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