Performance Evaluation of SQL and NoSQL Database Management Systems in a Cluster

In  this  study,  we  evaluate  the  performance  of  SQL  and  NoSQL  database  management  systems  namely; Cassandra, CouchDB, MongoDB, PostgreSQL, and RethinkDB.  We use a cluster of  four  nod ...

[1]  Lars Lundberg,et al.  Performance Evaluation of Trajectory Queries on Multiprocessor and Cluster , 2016, ICDM 2016.

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

[3]  Ralf Hartmut Güting,et al.  Spatio-Temporal Data Types: An Approach to Modeling and Querying Moving Objects in Databases , 1999, GeoInformatica.

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

[5]  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).

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

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

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

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

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

[11]  Christian S. Jensen,et al.  Nearest neighbor and reverse nearest neighbor queries for moving objects , 2002, Proceedings International Database Engineering and Applications Symposium.

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

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

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

[15]  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.

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

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