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IPPS
2010
IEEE
14 years 7 months ago
Speculative execution on multi-GPU systems
Abstract--The lag of parallel programming models and languages behind the advance of heterogeneous many-core processors has left a gap between the computational capability of moder...
Gregory F. Diamos, Sudhakar Yalamanchili
105
Voted
AUSDM
2008
Springer
238views Data Mining» more  AUSDM 2008»
14 years 11 months ago
Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering
The exceptional growth of graphics hardware in programmability and data processing speed in the past few years has fuelled extensive research in using it for general purpose compu...
S. A. Arul Shalom, Manoranjan Dash, Minh Tue
IPPS
2010
IEEE
14 years 7 months ago
Dynamic load balancing on single- and multi-GPU systems
The computational power provided by many-core graphics processing units (GPUs) has been exploited in many applications. The programming techniques currently employed on these GPUs...
Long Chen, Oreste Villa, Sriram Krishnamoorthy, Gu...
SAC
2006
ACM
15 years 3 months ago
Implementing an embedded GPU language by combining translation and generation
Dynamic languages typically allow programs to be written y high level of abstraction. But their dynamic nature makes it very hard to compile such languages, meaning that a price h...
Calle Lejdfors, Lennart Ohlsson
ASPLOS
2010
ACM
15 years 4 months ago
Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems
The Local Outlier Factor (LOF) is a very powerful anomaly detection method available in machine learning and classification. The algorithm defines the notion of local outlier in...
Malak Alshawabkeh, Byunghyun Jang, David R. Kaeli