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The design of parallel R-tree using multiple processors.

by Edward Nai Biu Tam. / Thesis (M.Phil.)--Chinese University of Hong Kong, 1996. / Includes bibliographical references (leaves 92-93). / Abstract --- p.ii / Acknowledgement --- p.iii / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Problems and Definitions --- p.1 / Chapter 1.1.1 --- Spatial Data --- p.1 / Chapter 1.1.2 --- Spatial Queries --- p.2 / Chapter 1.1.3 --- Spatial Access Method --- p.3 / Chapter 1.1.4 --- Motivations --- p.4 / Chapter 1.2 --- Architecture for Parallel SAM --- p.4 / Chapter 1.2.1 --- Parameters --- p.4 / Chapter 1.3 --- Objectives of the thesis --- p.7 / Chapter 1.4 --- Overview of the thesis --- p.7 / Chapter 2 --- Review of the Literature --- p.9 / Chapter 2.1 --- R-tree --- p.9 / Chapter 2.1.1 --- Structure --- p.9 / Chapter 2.1.2 --- Searching --- p.10 / Chapter 2.1.3 --- Searching Costs --- p.11 / Chapter 2.1.4 --- Insertion --- p.14 / Chapter 2.1.5 --- Deletion --- p.15 / Chapter 2.1.6 --- Splitting Algorithm --- p.16 / Chapter 2.2 --- Independent R-tree --- p.19 / Chapter 2.2.1 --- Data Distribution --- p.19 / Chapter 2.2.2 --- Space Partition --- p.19 / Chapter 2.3 --- Super Node --- p.19 / Chapter 2.4 --- Multiplexed R-tree --- p.20 / Chapter 2.4.1 --- Node Allocation Algorithm --- p.21 / Chapter 3 --- Comparison of Different Parallel R-tree Methods --- p.23 / Chapter 3.1 --- Throughput --- p.24 / Chapter 3.2 --- Service Time --- p.32 / Chapter 3.3 --- Summary --- p.37 / Chapter 3.3.1 --- Data Distribution --- p.37 / Chapter 3.3.2 --- Space Partition --- p.37 / Chapter 3.3.3 --- Multiplexed R-trees --- p.37 / Chapter 3.3.4 --- Super-nodes --- p.37 / Chapter 3.3.5 --- Conclusions --- p.38 / Chapter 4 --- Parallel Binary R-tree --- p.39 / Chapter 4.1 --- Architecture --- p.39 / Chapter 4.1.1 --- Extension of PBR-tree --- p.41 / Chapter 4.2 --- Searching Algorithm --- p.41 / Chapter 4.2.1 --- Asynchronous --- p.41 / Chapter 4.2.2 --- Synchronous --- p.45 / Chapter 4.3 --- Performance Evaluation --- p.45 / Chapter 4.3.1 --- Asynchronous --- p.49 / Chapter 4.3.2 --- Synchronous --- p.49 / Chapter 4.3.3 --- Comparison of the Cost models --- p.52 / Chapter 4.4 --- Application of PBR-tree --- p.54 / Chapter 4.4.1 --- Experimental Setup --- p.54 / Chapter 4.4.2 --- Experimental results --- p.55 / Chapter 4.5 --- Conclusions --- p.56 / Chapter 5 --- Multiplexed Parallel R-trees --- p.60 / Chapter 5.1 --- Architecture --- p.60 / Chapter 5.2 --- Searching --- p.61 / Chapter 5.3 --- Node Allocation Algorithm --- p.61 / Chapter 6 --- Comparisons and Experiment --- p.63 / Chapter 6.1 --- Assumptions and Experimental Setup --- p.63 / Chapter 6.2 --- Experimental Results --- p.65 / Chapter 6.2.1 --- Waiting time --- p.65 / Chapter 6.2.2 --- Service time --- p.65 / Chapter 6.3 --- Experimental results for large number of processors --- p.74 / Chapter 7 --- Conclusions --- p.83 / Chapter 7.1 --- Summary --- p.83 / Chapter 7.1.1 --- Studies on the previous works --- p.83 / Chapter 7.1.2 --- Parallel Binary R-tree --- p.84 / Chapter 7.1.3 --- Multiplexed Parallel R-trees --- p.84 / Chapter 7.2 --- Future Works --- p.84 / Chapter A --- Proximity Measure --- p.86 / Chapter B --- Summary of Variables and Symbols --- p.88 / Chapter C --- Proof of Equations --- p.90 / Bibliography --- p.92

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_321561
Date January 1996
ContributorsTam, Edward Nai Biu., Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering.
PublisherChinese University of Hong Kong
Source SetsThe Chinese University of Hong Kong
LanguageEnglish
Detected LanguageEnglish
TypeText, bibliography
Formatprint, x, 93 leaves : ill. ; 30 cm.
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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