Performance Evaluation of Treecode Algorithm for N-Body Simulation Using GridRPC System
This paper is aimed at improving the performance of the treecode algorithm for N-Body simulation by employing the NetSolve GridRPC programming model to exploit the use of multiple clusters. N-Body is a classical problem, and appears in many areas of science and engineering, including astrophysics, m...
Gespeichert in:
Hauptverfasser: | , , |
---|---|
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | This paper is aimed at improving the performance of the treecode algorithm
for N-Body simulation by employing the NetSolve GridRPC programming model to
exploit the use of multiple clusters. N-Body is a classical problem, and
appears in many areas of science and engineering, including astrophysics,
molecular dynamics, and graphics. In the simulation of N-Body, the specific
routine for calculating the forces on the bodies which accounts for upwards of
90% of the cycles in typical computations is eminently suitable for obtaining
parallelism with GridRPC calls. It is divided among the compute nodes by
simultaneously calling multiple GridRPC requests to them. The performance of
the GridRPC implementation is then compared to that of the MPI version and
hybrid MPI-OpenMP version for the treecode algorithm on individual clusters. |
---|---|
DOI: | 10.48550/arxiv.1211.2293 |