Now showing items 1-5 of 5

  • Improving resource efficiency in virtualized datacenters 

    Amaral, Marcelo (Universitat Politècnica de Catalunya, 2019-04-29)
    Doctoral thesis
    Open Access
    In recent years there has been an extraordinary growth of the Internet of Things (IoT) and its protocols. The increasing diffusion of electronic devices with identification, computing and communication capabilities is ...
  • Performance Characterization of Spark Workloads on Shared NUMA Systems 

    Baig, Shuja-ur-Rehman; Amaral, Marcelo; Polo, Jordà; Carrera, David (IEEE, 2018-07-09)
    Conference lecture
    Open Access
    As the adoption of Big Data technologies becomes the norm in an increasing number of scenarios, there is also a growing need to optimize them for modern processors. Spark has gained momentum over the last few years among ...
  • Performance characterization of spark workloads on shared NUMA Systems 

    Baig, Shuja-ur-Rehman; Amaral, Marcelo; Polo Cantero, José; Carrera Pérez, David (Institute of Electrical and Electronics Engineers (IEEE), 2018)
    Conference report
    Open Access
    As the adoption of Big Data technologies becomes the norm in an increasing number of scenarios, there is also a growing need to optimize them for modern processors. Spark has gained momentum over the last few years among ...
  • Performance evaluation of microservices architectures using containers 

    Amaral, Marcelo; Polo Bardés, Jordà; Carrera Pérez, David; Mohomed, Iqbal; Unuvar, Merve; Steinder, Malgorzata (Institute of Electrical and Electronics Engineers (IEEE), 2015)
    Conference report
    Open Access
    Microservices architecture has started a new trend for application development for a number of reasons: (1) to reduce complexity by using tiny services; (2) to scale, remove and deploy parts of the system easily; (3) to ...
  • Topology-aware GPU scheduling for learning workloads in cloud environments 

    Amaral, Marcelo; Polo Bardés, Jordà; Carrera, David; Seelam, Seetharami; Steinder, Malgorzata (Association for Computing Machinery (ACM), 2017-11)
    Conference lecture
    Open Access
    Recent advances in hardware, such as systems with multiple GPUs and their availability in the cloud, are enabling deep learning in various domains including health care, autonomous vehicles, and Internet of Things. Multi-GPU ...