Title
An evaluation of computing paradigms for N-body simulations on distributed memory architectures
Abstract
The efficiency of HPF with respect to irregular applications is still largely unproven. While recent work has shown that a highly irregular hierarchical n-body force calculation method can be implemented in HPF, we have found that the implmentation contains inefficiencies which cause it to run up to a factor of three times slower than our hand-coded, explicitly parallel implementation. Our work examines these inefficiencies, determines that most of the extra overhead is due to a single aspect of the communication strategy, and demonstrates that fixing the communication strategy can bring the overheads of the HPF application to within 25% of those of the hand-coded version.
Year
DOI
Venue
1999
10.1145/301104.301107
Proceedings of the seventh ACM SIGPLAN symposium on Principles and practice of parallel programming
Keywords
Field
DocType
code optimization,synchronization,data flow analysis,shared memory
Program optimization,Synchronization,Programming language,Shared memory,Computer science,Parallel computing,Data-flow analysis,Distributed memory,Theoretical computer science,Interleaving semantics,Overhead (business),Distributed computing
Conference
Volume
Issue
ISSN
34
8
0362-1340
ISBN
Citations 
PageRank 
1-58113-100-3
3
0.50
References 
Authors
6
2
Name
Order
Citations
PageRank
Collin McCurdy142727.04
John Mellor-Crummey286876.69