Now showing items 1-7 of 7

  • 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 ...
  • Emergent behaviors in the Internet of things: The ultimate ultra-large-scale system 

    Roca, Damian; Nemirovsky, Daniel; Nemirovsky, Mario; Milito, Rodolfo; Valero Cortés, Mateo (2016-11)
    Article
    Open Access
    To reach its potential, the Internet of Things (IoT) must break down the silos that limit applications' interoperability and hinder their manageability. Doing so leads to the building of ultra-large-scale systems (ULSS) ...
  • 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 ...
  • iQ: an efficient and flexible queue-based simulation framework 

    Roca, Damian; Nemirovsky, Daniel; Casas, Marc; Moreto Planas, Miquel; Valero Cortés, Mateo; Nemirovsky, Mario (Institute of Electrical and Electronics Engineers (IEEE), 2017)
    Conference report
    Open Access
    Conventional system simulators are readily used by computer architects to design and evaluate their processor designs. These simulators provide reasonable levels of accuracy and execution detail but suffer from long ...
  • Machine learning performance prediction model for heterogeneous systems 

    Nemirovsky, Daniel; Arkose, Tugberk; Unsal, Osman; Cristal Kestelman, Adrián; Valero Cortés, Mateo (Barcelona Supercomputing Center, 2017-05-04)
    Conference report
    Open Access
  • 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 ...