Now showing items 1-3 of 3

    • An architecture for automatic ML/AI workflow management and supervision 

      Liu, Peini; Guitart Fernández, Jordi (Barcelona Supercomputing Center, 2021-05)
      Conference report
      Open Access
      Scientific computation problems have been faced with the need to analyze increasing amounts of data as part of their application workflows, and the science-based model is being combined with big data and machine learning ...
    • Energy-aware dynamic pricing model for cloud environments 

      Liu, Peini; Bravo, Gusseppe; Guitart Fernández, Jordi (Springer, 2019)
      Conference report
      Open Access
      Energy consumption is a critical operational cost for Cloud providers. However, as commercial providers typically use fixed pricing schemes that are oblivious about the energy costs of running virtual machines, clients are ...
    • Performance comparison of multi-container deployment schemes for HPC workloads: an empirical study 

      Liu, Peini; Guitart Fernández, Jordi (2021-06)
      Article
      Restricted access - publisher's policy
      The high-performance computing (HPC) community has recently started to use containerization to obtain fast, customized, portable, flexible, and reproducible deployments of their workloads. Previous work showed that deploying ...