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Author:

Xu Xudong (Xu Xudong.) | Guo Rui (Guo Rui.)

Indexed by:

CPCI-S

Abstract:

In recent years, the application of laser point cloud data has increased dramatically. How to efficiently store and fast process the data becomes an important research direction at present. Point cloud data contain a wealth of geographic information, belonging to the category of spatial data. Traditional relational databases are relatively weak in massive spatial data storage and processing, while the application of non-relational databases provides a new perspective of study for this fact. Sharding technology is a solution for database level extension. In this thesis, sharding cluster for MongoDB is established under distributed environment, while distributed storage, spatial query and MapReduce operation test for numerous laser-point cloud data will be implemented through scope sharding and Hash-based sharding, which completely reflects huge advantages of MongoDB under distribution in storage and processing for spatial data.

Keyword:

Laser point cloud based partitioning Range based partitioningHash Distribution MongoDB Sharding cluster

Author Community:

  • [ 1 ] [Xu Xudong]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 2 ] [Guo Rui]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Xu Xudong]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China

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Source :

PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL

ISSN: 2352-5401

Year: 2016

Volume: 67

Page: 1559-1564

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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