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- W2363810183 abstract "The General-purpose computing on graphics processing unit has been developing rapidly in recent years.To further improve the General-purpose computing capacity,the graphics processing units have evolved both in the hardware architecture and software support.Aiming at the trend of large-scale data processing emergence in the various application fields,the research about Multi-GPUs system or GPU Clusters also become an urgent research problem.The trend of stream processor and GPUs architecture in the academic and industrial fields is introduced based on the architecture design.The state of the art of key issues in GPGPU are summarized from the programming environment,computing and communication perspectives.It includes the development and the trend of the programming model and the programming languages,the memory model,the accessing patterns and behaviors analysis,the hot issues in the distributed memory management,the comparison and analysis of the existing communication prototype systems,the workload balance on the chip and out of the chip,the reliability model and the fault tolerance,the power consumption measurement and optimization.The currently development and research results of the applications of GPUs are discussed.These application fields are the large-scale data processing,intelligent computing,complex networks and GPUs clusters.Finally,the survey proposes the difficult problems in GPGPU and the new challenges in future." @default.
- W2363810183 created "2016-06-24" @default.
- W2363810183 creator A5084617823 @default.
- W2363810183 date "2013-01-01" @default.
- W2363810183 modified "2023-09-25" @default.
- W2363810183 title "General Purpose Computing of Graphics Processing Unit:A Survey" @default.
- W2363810183 hasPublicationYear "2013" @default.
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