Spatiotemporal sampling for trajectory streams

  • Authors:
  • Mohamed K. El Mahrsi;Christine Potier;Georges Hébrail;Fabrice Rossi

  • Affiliations:
  • Télécom ParisTech, Paris, France;Télécom ParisTech, Paris, France;Télécom ParisTech, Paris, France;Télécom ParisTech, Paris, France

  • Venue:
  • Proceedings of the 2010 ACM Symposium on Applied Computing
  • Year:
  • 2010

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Abstract

In this paper, we present a summarization technique adapted to trajectory streams. The Spatiotemporal Stream Sampling (STSS) algorithm is a single-pass sampling technique that takes advantage of both the spatial and temporal dimensions inherent to these streams in order to reduce their processing and storage costs.