Performance Evaluation of Trajectory Queries on Multiprocessor and Cluster

In this study, we evaluate the performance of trajectory queries that are handled by Cassandra, MongoDB,  and  PostgreSQL.  The  evaluation  is  conducted  on  a  multiprocessor  and  a  cluster. T ...

[1]  Dieter Pfoser Indexing the Trajectories of Moving Objects , 2002 .

[2]  Fabio Porto,et al.  A conceptual view on trajectories , 2008, Data Knowl. Eng..

[3]  Ralf Hartmut Güting,et al.  BerlinMOD: a benchmark for moving object databases , 2009, The VLDB Journal.

[4]  Nikos Pelekis,et al.  Nearest Neighbor Search on Moving Object Trajectories , 2005, SSTD.

[5]  Yunjun Gao,et al.  Efficient k-Nearest-Neighbor Search Algorithms for Historical Moving Object Trajectories , 2007, Journal of Computer Science and Technology.

[6]  Bart Kuijpers,et al.  Aggregation languages for moving object and places of interest , 2007, SAC '08.

[7]  Yannis Theodoridis,et al.  Ten Benchmark Database Queries for Location-based Services , 2003, Comput. J..

[8]  Sameh W. Asaad,et al.  Fast and Flexible Conversion of Geohash Codes to and from Latitude/Longitude Coordinates , 2015, 2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom Computing Machines.

[9]  Yu Zheng,et al.  Computing with Spatial Trajectories , 2011, Computing with Spatial Trajectories.

[10]  Pavel S. Kostenetskiy,et al.  Simulating of query processing on multiprocessor database systems with modern coprocessors , 2014, 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

[11]  Marcos R. Vieira,et al.  High performance FPGA and GPU complex pattern matching over spatio-temporal streams , 2014, GeoInformatica.

[12]  John C. Worsley,et al.  Practical PostgreSQL , 2002 .

[13]  Nikos Pelekis,et al.  Mobility Data Management and Exploration , 2014, Springer New York.

[14]  Bo Yuan,et al.  Mining Massive-Scale Spatiotemporal Trajectories in Parallel: A Survey , 2015, PAKDD Workshops.