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» Performance modeling for SPMD message-passing programs
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JMLR
2012
11 years 7 months ago
Globally Optimizing Graph Partitioning Problems Using Message Passing
Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
Elad Mezuman, Yair Weiss
SC
2000
ACM
13 years 9 months ago
Performance of Hybrid Message-Passing and Shared-Memory Parallelism for Discrete Element Modeling
The current trend in HPC hardware is towards clusters of shared-memory (SMP) compute nodes. For applications developers the major question is how best to program these SMP cluster...
D. S. Henty
CLUSTER
2003
IEEE
13 years 10 months ago
Performance Analysis of Java Message-Passing Libraries on Fast Ethernet, Myrinet and SCI Clusters
The use of Java for parallel programming on clusters according to the message-passing paradigm is an attractive choice. In this case, the overall application performance will larg...
Guillermo L. Taboada, Juan Touriño, Ramon D...
SIGMETRICS
1998
ACM
110views Hardware» more  SIGMETRICS 1998»
13 years 8 months ago
LoGPC: Modeling Network Contention in Message-Passing Programs
In many real applications, for example those with frequent and irregular communication patterns or those using large messages, network contention and contention for message proces...
Csaba Andras Moritz, Matthew Frank
VECPAR
2004
Springer
13 years 10 months ago
PerWiz: A What-If Prediction Tool for Tuning Message Passing Programs
Abstract. This paper presents PerWiz, a performance prediction tool for improving the performance of message passing programs. PerWiz focuses on locating where a significant impro...
Fumihiko Ino, Yuki Kanbe, Masao Okita, Kenichi Hag...