Data Stream Algorithms via Expander Graphs

  • Authors:
  • Sumit Ganguly

  • Affiliations:
  • IIT Kanpur, India

  • Venue:
  • ISAAC '08 Proceedings of the 19th International Symposium on Algorithms and Computation
  • Year:
  • 2008

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Abstract

We present a simple way of designing deterministic algorithms for problems in the data stream model via lossless expander graphs. We illustrate this by considering two problems, namely, k-sparsity testing and estimating frequency of items.