• 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)
      Comunicació de congrés
      Accés obert
      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 ...
    • Utitily-based placement of dynamic Web applications with fairness goals 

      Carrera Pérez, David; Steinder, Malgorzata; Whalley, Ian; Torres Viñals, Jordi; Ayguadé Parra, Eduard (2008)
      Text en actes de congrés
      Accés obert
      We study the problem of dynamic resource allocation to clustered Web applications. We extend application server middleware with the ability to automatically decide the size of application clusters and their placement on ...