Now showing items 1-6 of 6

  • A general guide to applying machine learning to computer architecture 

    Nemirovsky, Daniel; Arkose, Tugberk; Markovic, Nikola; Nemirovsky, Mario; Unsal, Osman Sabri; Cristal Kestelman, Adrián; Valero Cortés, Mateo (2018)
    Article
    Open Access
    The resurgence of machine learning since the late 1990s has been enabled by significant advances in computing performance and the growth of big data. The ability of these algorithms to detect complex patterns in data which ...
  • Architecture for object-oriented programming model 

    Markovic, Nikola; González, Rubén; Unsal, Osman Sabri; Valero Cortés, Mateo; Cristal Kestelman, Adrián (2009)
    External research report
    Open Access
    Current mainstream architectures have ISAs that are not able to maintain all the information provided by the application programmer using a high level programming language. Typically, the information that is lost in compiling ...
  • Hardware scheduling algorithms for asymmetric single-ISA CMPs 

    Markovic, Nikola; Nemirovsky, Daniel; Unsal, Osman Sabri; Valero Cortés, Mateo; Cristal Kestelman, Adrián (Barcelona Supercomputing Center, 2015-05-05)
    Conference report
    Open Access
    As thread level parallelism in applications has continued to expand, so has research in chip multi-core processors. Since more and more applications become multi-threaded we expect to find a growing number of threads ...
  • Hardware thread scheduling algorithms for single-ISA asymmetric CMPs 

    Markovic, Nikola (Universitat Politècnica de Catalunya, 2015-12-22)
    Doctoral thesis
    Open Access
    Through the past several decades, based on the Moore's law, the semiconductor industry was doubling the number of transistors on the single chip roughly every eighteen months. For a long time this continuous increase in ...
  • Mathematical representation of the Hardware Round-Robin Scheduler analytical model for single-ISA heterogeneous architectures 

    Nemirovsky, Daniel; Markovic, Nikola; Unsal, Osman Sabri; Valero Cortés, Mateo; Cristal Kestelman, Adrián (Barcelona Supercomputing Center, 2015-05-05)
    Conference report
    Open Access
  • Object oriented execution model (OOM) 

    Markovic, Nikola; Nemirovsky, Daniel; González Blanco, Ruben; Unsal, Osman Sabri; Valero Cortés, Mateo; Cristal Kestelman, Adrián (INRIA, 2011)
    Conference report
    Open Access
    This paper considers implementing the Object Oriented Programming Model directly in the hardware to serve as a base to exploit object-level parallelism, speculation and heterogeneous computing. Towards this goal, we present ...