Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency

Author:

Bao Yi12,Huang Zhou12ORCID,Gong Xuri12,Zhang Yuyang12,Yin Ganmin12,Wang Han12

Affiliation:

1. Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, People's Republic of China

2. Beijing Key Lab of Spatial Information Integration & Its Applications, Peking University, Beijing, People's Republic of China

Funder

National Natural Science Foundation of China

International Research Center of Big Data for Sustainable Development Goals

Publisher

Informa UK Limited

Subject

General Earth and Planetary Sciences,Computer Science Applications,Software

Reference32 articles.

1. BÖxhm Christian Gerald Klump and Hans-Peter Kriegel. 1999. “Xz-Ordering: A Space-Filling Curve for Objects with Spatial Extension.” In International Symposium on Spatial Databases 75–90. Springer.

2. Segmenting trajectories: A framework and algorithms using spatiotemporal criteria

3. Chakka V. Prasad Adam Everspaugh and Jignesh M. Patel. 2003. “Indexing Large Trajectory Data Sets with SETI.” In CIDR Vol. 75 76. Citeseer.

4. An approach for heterogeneous and loosely coupled geospatial data distributed computing

5. Chodorow Kristina. 2013. MongoDB: The Definitive Guide: Powerful and Scalable Data Storage. O'Reilly Media, Inc.

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