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LCPC
2004
Springer
14 years 1 months ago
Empirical Performance-Model Driven Data Layout Optimization
Abstract. Empirical optimizers like ATLAS have been very effective in optimizing computational kernels in libraries. The best choice of parameters such as tile size and degree of l...
Qingda Lu, Xiaoyang Gao, Sriram Krishnamoorthy, Ge...
NPC
2005
Springer
14 years 1 months ago
Performance Modelling and Optimization of Memory Access on Cellular Computer Architecture Cyclops64
This paper focuses on the Cyclops64 computer architecture and presents an analytical model and performance simulation results for the preloading and loop unrolling approaches to op...
Yanwei Niu, Ziang Hu, Kenneth E. Barner, Guang R. ...
IJHPCA
2007
88views more  IJHPCA 2007»
13 years 7 months ago
Performance Optimization and Modeling of Blocked Sparse Kernels
We present a method for automatically selecting optimal implementations of sparse matrixvector operations. Our software ‘AcCELS’ (Accelerated Compress-storage Elements for Lin...
Alfredo Buttari, Victor Eijkhout, Julien Langou, S...
HPCA
2007
IEEE
14 years 8 months ago
Illustrative Design Space Studies with Microarchitectural Regression Models
We apply a scalable approach for practical, comprehensive design space evaluation and optimization. This approach combines design space sampling and statistical inference to ident...
Benjamin C. Lee, David M. Brooks
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