A Template-Based Design Methodology for Graph-Parallel Hardware Accelerators

Graph applications have been gaining importance in the last decade due to emerging big data analytics problems such as Web graphs, social networks, and biological networks. For these applications, traditional CPU and GPU architectures suffer in terms of performance and power consumption due to irreg...

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Veröffentlicht in:	IEEE transactions on computer-aided design of integrated circuits and systems 2018-02, Vol.37 (2), p.420-430
Hauptverfasser:	Ayupov, Andrey, Yesil, Serif, Ozdal, Muhammet Mustafa, Kim, Taemin, Burns, Steven, Ozturk, Ozcan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithm design and analysis Computer architecture Design methodology Graph analytics Hardware hardware accelerators Pipelines Random access memory system-level design template-based design
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