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A Framework for Distributed Spatial Indexing in Shared-Nothing Architectures

Abstract : The paper presents a complete framework for spatial indexing support in a distributed setting. We consider a shared-nothing environment where a set of servers provides independent storage and computational services. Servers only communicate through point-to-point messaging, and constitute a non-structured network (i.e., non-central server or "super peer"). These features cover two popular architectures, namely a strongly connected cluster of servers, and P2P networks. Our proposal extends the recently proposed "Scalable Distributed Rtree (SD-Rtree)" structure with new algorithms and protocols. More specifically, we introduce a nearest-neighbors algorithm, a load balancing method and a termination protocol. The result constitutes a set of functionalities for distributed spatial indexing that matches those commonly found in centralized architectures.
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https://hal.archives-ouvertes.fr/hal-01125390
Contributor : Laboratoire Cedric <>
Submitted on : Friday, March 6, 2015 - 11:08:11 AM
Last modification on : Wednesday, October 14, 2020 - 3:58:25 AM

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  • HAL Id : hal-01125390, version 1

Citation

Cedric Du Mouza, Witold Litwin, Philippe Rigaux. A Framework for Distributed Spatial Indexing in Shared-Nothing Architectures. BDA'07 Bases de Données Avancées, Marseille, Jan 2007, X, France. ⟨hal-01125390⟩

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