Better Size Estimation for Sparse Matrix Products

Rasmus Resen Amossen, Andrea Campagna, Rasmus Pagh

Publikation: Artikel i tidsskrift og konference artikel i tidsskriftTidsskriftartikelForskningpeer review

Abstract

We consider the problem of doing fast and reliable estimation of the number z of non-zero entries in a sparse boolean matrix product. This problem has applications in databases and computer algebra. Finally, we present experiments on real-world data sets that show the accuracy of both our methods to be significantly better than the worstcase analysis predicts.
OriginalsprogEngelsk
TidsskriftAlgorithmica
Vol/bind69
Udgave nummer3
Sider (fra-til)741-757
ISSN0178-4617
StatusUdgivet - jul. 2013

Emneord

  • Algorithms
  • Matrix multiplication
  • Relational algebra
  • Theory

Fingeraftryk

Dyk ned i forskningsemnerne om 'Better Size Estimation for Sparse Matrix Products'. Sammen danner de et unikt fingeraftryk.

Citationsformater