Software Engineering Institute | Carnegie Mellon University
Software Engineering Institute | Carnegie Mellon University

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Sets, Bags, and Rock and Roll? Analyzing Large Data Sets of Network Data

  • March 2004
  • By John McHugh
  • In this paper, John McHugh describes problems with monitoring and analyzing traffic on high-speed networks.
  • Network Situational Awareness
  • Publisher: Software Engineering Institute
  • Abstract

    As network traffic increases, the problems associated with monitoring and analyzing the traffic on high speed networks become increasingly difficult. In this paper, we introduce a new conceptual framework based on sets of IP addresses, for coming to grips with this problem. The analytical techniques are described and illustrated with examples drawn from a dataset collected from a large operational network. 

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