Now showing items 1-3 of 3

    • Comparison based sorting for systems with multiple GPUs 

      Tanasic, Ivan; Vilanova, Lluís; Jorda, Marc; Cabezas, Javier; Gelado Fernandez, Isaac; Navarro, Nacho; Hwu, Wen-mei W. (Association for Computing Machinery (ACM), 2013)
      Conference report
      Restricted access - publisher's policy
      As a basic building block of many applications, sorting algorithms that efficiently run on modern machines are key for the performance of these applications. With the recent shift to using GPUs for general purpose compuing, ...
    • Efficient exception handling support for GPUs 

      Tanasic, Ivan; Gelado Fernandez, Isaac; Jorda, Marc; Ayguadé Parra, Eduard; Navarro, Nacho (Association for Computing Machinery (ACM), 2017)
      Conference report
      Restricted access - publisher's policy
      Operating systems have long relied on the exception handling mechanism to implement numerous virtual memory features and optimizations. However, today's GPUs have a limited support for exceptions, which prevents implementation ...
    • Enabling homomorphically encrypted inference for large DNN models 

      Lloret Talavera, Guillermo; Jorda, Marc; Servat, Harald; Boemer, Fabian; Chauhan, Chetan; Tomishima, Shigeki; Shah, Nilesh N.; Peña, Antonio (Institute of Electrical and Electronics Engineers, 2021)
      Article
      Open Access
      The proliferation of machine learning services in the last few years has raised data privacy concerns. Homomorphic encryption (HE) enables inference using encrypted data but it incurs 100x-10,000x memory and runtime ...