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» Performance modeling of heterogeneous systems
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CSE
2011
IEEE
12 years 7 months ago
Performance Modeling of Hybrid MPI/OpenMP Scientific Applications on Large-scale Multicore Cluster Systems
In this paper, we present a performance modeling framework based on memory bandwidth contention time and a parameterized communication model to predict the performance of OpenMP, M...
Xingfu Wu, Valerie E. Taylor
ICAC
2007
IEEE
14 years 2 months ago
Approximation Modeling for the Online Performance Management of Distributed Computing Systems
—A promising method of automating management tasks in computing systems is to formulate them as control or optimization problems in terms of performance metrics. For an online op...
Dara Kusic, Nagarajan Kandasamy, Guofei Jiang
IEEECIT
2005
IEEE
14 years 1 months ago
iCDMdt: Focused the Model Mapping and Performance Optimization in Embedded System Design
This paper proposes a method of model-driven HW/SW co-design in embedded system design and discusses the key technology of model mapping, automatic generating codes and performanc...
Jing Luan, Xuan Cheng, Junzhong Gu
ACMDIS
2000
ACM
14 years 6 days ago
Performance Targets, Models and Innovation in Interactive System Design
This paper presents an approach to designing interactive systems that enables critical performance parameters to be identified and models of performance to be constructed. The met...
William M. Newman, Alex S. Taylor, Christopher R. ...
ICPP
2008
IEEE
14 years 2 months ago
Machine Learning Models to Predict Performance of Computer System Design Alternatives
Computer manufacturers spend a huge amount of time, resources, and money in designing new systems and newer configurations, and their ability to reduce costs, charge competitive p...
Berkin Özisikyilmaz, Gokhan Memik, Alok N. Ch...