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Multidimensional range queries on hierarchical Voronoi overlays

The definition of a support for multi-attribute range queries is mandatory for highly distributed systems. Even if several solutions have been proposed in the last decade, most of them do not meet the requirements of recent platforms, like IoT or smart cities. The paper presents an approach that builds a multidimensional Voronoi graph by exploiting the attributes of the objects published by a node. Our solution overcomes the curse of dimensionality issue affecting Voronoi Tessellations in high dimensional spaces by defining a Voronoi hierarchy. The paper formally defines the structure, analysis the complexity of the operations and presents experimental results.


Journal of Computer and System Sciences, 2016

Autori esterni: Luca Ferrucci (Università di Pisa), Laura Ricci (Università di Pisa), Michele Albano (CISTER, INESC-TEC/ISEP, Polytechnic Institute of Porto), Ranieri Baraglia (ISTI-CNR)
Autori IIT:

Tipo: Contributo in rivista ISI
Area di disciplina: Computer Science & Engineering

File: 1-s2.0-S0022000016300204-main.pdf
Da pagina 1161 a pagina 1179

Attività: Future Internet