Title :
High performance threaded data streaming for large scale simulations
Author :
Bhat, Viraj ; Klasky, Scott ; Atchley, Scott ; Beck, Micah ; McCune, Doug ; Parashar, Manish
Author_Institution :
Plasma Phys. Lab., Princeton Univ., NJ, USA
Abstract :
We have developed a threaded parallel data streaming approach using logistical networking (LN) to transfer multiterabyte simulation data from computers at NERSC to our local analysis/visualization cluster, as the simulation executes, with negligible overhead. Data transfer experiments show that this concurrent data transfer approach is more favorable compared with writing to local disk and later transferring this data to be post-processed. Our algorithms are network aware, and can stream data at up to 97 Mbs on a 100 Mbs link from CA to NJ during a live simulation, using less than 5% CPU overhead at NERSC. This method is the first step in setting up a pipeline for simulation workflow and data management.
Keywords :
buffer storage; data visualisation; digital simulation; fault tolerant computing; multi-threading; parallel databases; pipeline processing; workstation clusters; concurrent data transfer; data management; high performance threaded data streaming; logistical networking; multiterabyte simulation data; parallel data streaming approach; simulation workflow; visualization cluster; Analytical models; Central Processing Unit; Clustering algorithms; Computational modeling; Computer networks; Computer simulation; Concurrent computing; Data visualization; Large-scale systems; Writing;
Conference_Titel :
Grid Computing, 2004. Proceedings. Fifth IEEE/ACM International Workshop on
Print_ISBN :
0-7695-2256-4
DOI :
10.1109/GRID.2004.36