Title :
Data Analysis and Visualization in High-Performance Computing
Author :
Szczepanski, A.F. ; Jian Huang ; Baer, Troy ; Mack, Y.C. ; Ahern, Shane
Author_Institution :
Univ. of Tennessee, Knoxville, TN, USA
Abstract :
Because data analysis and visualization jobs are highly diverse in terms of their size-measured by core count, memory use, and requisite software-sophisticated, high-performance monitoring tools are needed to improve user support and facilitate resource allocation.
Keywords :
data analysis; data visualisation; monitoring; parallel processing; resource allocation; data analysis; data visualization; high performance computing; high performance monitoring tools; resource allocation; Data analysis; Data visualization; Memory management; Monitoring; Software development; HPC; analysis; high-performance computing; management; measurement; visualization;
DOI :
10.1109/MC.2012.192
