Title :
A fast seismic data processing approach based on parallel wavelet transform
Author :
Zhang, Xiaolai ; Lu, Yongquan ; Li, Jinsong ; Wang, Jintao
Abstract :
A new implementation of seismic data processing approach based on parallel wavelet transform is presented in this paper. Firstly, the feasibility and necessity of the parallel processing method for seismic data are elaborated from three primary aspects. Based on the analysis, the parallel wavelet transform is implemented by using MATLAB on a distributed cluster. Finally, both sequential and parallel implements are employed to test and compare the performance of our implementation. A series of experiments have demonstrated that parallel wavelet transform can significantly reduce the running time and improve the speedup greatly.
Keywords :
earthquakes; geophysics computing; parallel processing; seismology; wavelet transforms; MATLAB; fast seismic data processing; parallel processing; parallel wavelet transform; Earthquakes; Irrigation; MATLAB; Wavelet transforms; Workstations; MATLAB; parallel wavelet transform; real-time; seismic data processing;
Conference_Titel :
Progress in Informatics and Computing (PIC), 2010 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6788-4
DOI :
10.1109/PIC.2010.5687473