Semiring Provenance over Graph Databases - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2018

Semiring Provenance over Graph Databases

Résumé

We generalize three existing graph algorithms to compute the provenance of regular path queries over graph databases, in the framework of provenance semirings – algebraic structures that can capture different forms of provenance. Each algorithm yields a different trade-off between time complexity and generality, as each requires different properties over the semiring. Together, these algorithms cover a large class of semirings used for provenance (top-k, security, etc.). Experimental results suggest these approaches are complementary and practical for various kinds of provenance indications, even on a relatively large transport network.
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Dates et versions

hal-01850510 , version 1 (27-07-2018)

Identifiants

  • HAL Id : hal-01850510 , version 1

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Yann Ramusat, Silviu Maniu, Pierre Senellart. Semiring Provenance over Graph Databases. 10th USENIX Workshop on the Theory and Practice of Provenance (TaPP 2018), Jul 2018, London, United Kingdom. ⟨hal-01850510⟩
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