EVALUATION OF DIMENSIONALITY REDUCTION OF NETWORK TRAFFIC PATTERN RECOGNITION

The traffic flow on a network at time t is defined by a vector v-t of dimensionality l comprising the l link volumes on the network. This paper examines four techniques for reducing the dimensionality of v-t and evaluates these techniques in terms of the resulting effectiveness of a network traffic pattern matching scheme. The results indicate that a significant reduction in dimensionality can be attained with little sacrifice in reliability. (Author/TRRL)

Media Info

  • Features: Figures; References; Tables;
  • Pagination: p. 179-195

Subject/Index Terms

Filing Info

  • Accession Number: 00392083
  • Record Type: Publication
  • Source Agency: Institute for Road Safety Research, SWOV
  • ISBN: 90-6764-008-5
  • Files: ITRD, TRIS
  • Created Date: Apr 29 1985 12:00AM