Graph wavelets for spatial traffic analysis

@article{Crovella2003GraphWF,
  title={Graph wavelets for spatial traffic analysis},
  author={M. Crovella and E. Kolaczyk},
  journal={IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428)},
  year={2003},
  volume={3},
  pages={1848-1857 vol.3}
}
  • M. Crovella, E. Kolaczyk
  • Published 2003
  • Computer Science
  • IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428)
  • A number of problems in network operations and engineering call for new methods of traffic analysis. [...] Key Method Our approach (graph wavelets) generalizes the traditional wavelet transform so that it can be applied to data elements connected via an arbitrary graph topology. We explore the necessary and desirable properties of this approach and consider some of its possible realizations. We then apply graph wavelets to measurements from an operating network. Our results show that graph wavelets are very…Expand Abstract
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