Estimating entropy over data streams

  • Authors:
  • Lakshminath Bhuvanagiri;Sumit Ganguly

  • Affiliations:
  • Indian Institute of Technology, Kanpur;Indian Institute of Technology, Kanpur

  • Venue:
  • ESA'06 Proceedings of the 14th conference on Annual European Symposium - Volume 14
  • Year:
  • 2006

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Abstract

We present an algorithm for estimating entropy of data streams consisting of insertion and deletion operations using O(1)space.