SCU: a GPU stream compaction unit for graph processing

Graph processing algorithms are key in many emerging applications in areas such as machine learning and data analytics. Although the processing of large scale graphs exhibits a high degree of parallelism, the memory access pattern tend to be highly irregular, leading to poor GPGPU efficiency due to...

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Bibliographische Detailangaben
Hauptverfasser:	Segura, Albert, Arnau, Jose-Maria, González, Antonio
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Computers Computing methodologies > Computer graphics > Graphics systems and interfaces > Graphics processors Digital techniques Enginyeria de la telecomunicació GPGPU Graph processing Hardware Hardware > Integrated circuits > Reconfigurable logic and FPGAs > Hardware accelerators Image processing Imatges Informàtica Ordinadors Processament Processament de la imatge i del senyal vídeo Processament del senyal Stream compaction Tècniques digitals Àrees temàtiques de la UPC
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