IPFIX and DPI Information in a Big Data Environment

Abstract

The problem: How can we more precisely identify aspects of network behavior without giving up the size and coverage benefits of network flow? Conclusions: There are a variety of approaches for enriching flow data. Using flow data with DPI information balances storage volume against precision. This will improve the degree of actionability for the results. This may also slow down production of some results as data volume increases.

Document Details

Document Type
Technical Report
Publication Date
Jan 09, 2023
Accession Number
AD1189558

Entities

People

  • Katherine Prevost
  • Timothy Shimeall

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Big Data
  • Contracts
  • Copyrights
  • Deep Packet Inspection
  • Department Of Defense
  • Department Of Homeland Security
  • Engineering
  • Environment
  • Governments
  • Guarantees
  • Homeland Security
  • Inspection
  • Materials
  • Security
  • Software Development
  • Statistics
  • United States
  • Universities

Readers

  • Computer Networking
  • Systems Analysis and Design
  • Vision Science/Vision Psychology/Cognitive Neuroscience.