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IPPS
1998
IEEE
13 years 9 months ago
Performance Prediction in Production Environments
Accurate performance predictions are difficult to achieve for parallel applications executing on production distributed systems. Conventional point-valued performance parameters a...
Jennifer M. Schopf, Francine Berman
EUROPAR
1997
Springer
13 years 8 months ago
The Performance Potential of Value and Dependence Prediction
Abstract. The serialization constraints induced by the detection and enforcement of true data dependences have always been regarded as requirements for correct execution. We propos...
Mikko H. Lipasti, John Paul Shen
PAKDD
2005
ACM
160views Data Mining» more  PAKDD 2005»
13 years 10 months ago
Improving Mining Quality by Exploiting Data Dependency
The usefulness of the results produced by data mining methods can be critically impaired by several factors such as (1) low quality of data, including errors due to contamination, ...
Fang Chu, Yizhou Wang, Carlo Zaniolo, Douglas Stot...
IPPS
2010
IEEE
13 years 2 months ago
Performance prediction of weather forecasting software on multicore systems
Performance prediction is valuable in different areas of computing. The popularity of lease-based access to high performance computing resources particularly benefits from accurate...
Javier Delgado, Seyed Masoud Sadjadi, Marion Brigh...
AES
2011
Springer
232views Cryptology» more  AES 2011»
12 years 4 months ago
Reliable performance prediction for multigrid software on distributed memory systems
We propose a model for describing and predicting the parallel performance of a broad class of parallel numerical software on distributed memory architectures. The purpose of this ...
Giuseppe Romanazzi, Peter K. Jimack, Christopher E...