Title :
The ParaView Coprocessing Library: A scalable, general purpose in situ visualization library
Author :
Fabian, Nathan ; Moreland, Kenneth ; Thompson, David ; Bauer, Andrew C. ; Marion, Pat ; Geveci, Berk ; Rasquin, Michel ; Jan, Kenneth E.
Author_Institution :
Sandia Nat. Labs., Albuquerque, NM, USA
Abstract :
As high performance computing approaches exascale, CPU capability far outpaces disk write speed, and in situ visualization becomes an essential part of an analyst´s workflow. In this paper, we describe the ParaView Coprocessing Library, a framework for in situ visualization and analysis coprocessing. We describe how coprocessing algorithms (building on many from VTK) can be linked and executed directly from within a scientific simulation or other applications that need visualization and analysis. We also describe how the ParaView Coprocessing Library can write out partially processed, compressed, or extracted data readable by a traditional visualization application for interactive post-processing. Finally, we will demonstrate the library´s scalability in a number of real-world scenarios.
Keywords :
data analysis; data compression; data visualisation; feature extraction; multiprocessing systems; open systems; software libraries; CPU capability; ParaView coprocessing library; data compression; disk write speed; high performance computing; in situ visualization library; interactive post-processing; library scalability; readable data extraction; scientific simulation; Adaptation models; Data mining; Data models; Data visualization; Libraries; Pipelines; Sockets; coprocessing; in situ; scaling; simulation;
Conference_Titel :
Large Data Analysis and Visualization (LDAV), 2011 IEEE Symposium on
Conference_Location :
Providence, Rl
Print_ISBN :
978-1-4673-0156-5
DOI :
10.1109/LDAV.2011.6092322