19 citations · 35 across the 7 of their papers we have counts for
4 papers · 1 filter
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds
Renato L. F. Cunha, Lucas V. Real, Renan Souza +2
Interactive computing notebooks, such as Jupyter notebooks, have become a popular tool for developing and improving data-driven models. Such notebooks tend to be executed either in…
Full Speed Ahead: 3D Spatial Database Acceleration with GPUs
Lucas C. Villa Real, Bruno Silva
Many industries rely on visual insights to support decision- making processes in their businesses. In mining, the analysis of drills and geological shapes, represented as 3D geomet…
JobPruner: A Machine Learning Assistant for Exploring Parameter Spaces in HPC Applications
Bruno Silva, Marco A. S. Netto, Renato L. F. Cunha
High Performance Computing (HPC) applications are essential for scientists and engineers to create and understand models and their properties. These professionals depend on the exe…
SLA-aware Interactive Workflow Assistant for HPC Parameter Sweeping Experiments
Bruno Silva, Marco A. S. Netto, Renato L. F. Cunha
A common workflow in science and engineering is to (i) setup and deploy large experiments with tasks comprising an application and multiple parameter values; (ii) generate intermed…