High performance FPGA and GPU complex pattern matching over spatio-temporal streams

@article{Moussalli2014HighPF,
  title={High performance FPGA and GPU complex pattern matching over spatio-temporal streams},
  author={Roger Moussalli and Ildar Absalyamov and Marcos R. Vieira and Walid A. Najjar and Vassilis J. Tsotras},
  journal={GeoInformatica},
  year={2014},
  volume={19},
  pages={405-434}
}
The wide and increasing availability of collected data in the form of trajectories has led to research advances in behavioral aspects of the monitored subjects (e.g., wild animals, people, and vehicles). Using trajectory data harvested by devices, such as GPS, RFID and mobile devices, complex pattern queries can be posed to select trajectories based on specific events of interest. In this paper, we present a study on FPGA- and GPU-based architectures processing complex patterns on streams of… CONTINUE READING

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