Now showing items 1-3 of 3

    • Accelerator design for graph analytics 

      Yeşil, Şerif (Bilkent University, 2016-06)
      With the increase in data available online, data analysis became a significant problem in today’s datacenters. Moreover, graph analytics is one of the significant application domains in big data era. However, traditional ...
    • Energy efficient architecture for graph analytics accelerators 

      Özdal, Muhammet Mustafa; Yeşil, Şerif; Kim, T.; Ayupov, A.; Greth, J.; Burns, S.; Öztürk, Özcan (IEEE, 2016-06)
      Specialized hardware accelerators can significantly improve the performance and power efficiency of compute systems. In this paper, we focus on hardware accelerators for graph analytics applications and propose a configurable ...
    • A template-based design methodology for graph-parallel hardware accelerators 

      Ayupov, A.; Yesil, S.; Ozdal, M. M.; Kim, T.; Burns, S.; Ozturk, O. (IEEE, 2017-05-19)
      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 ...