58 citations · 77 across the 6 of their papers we have counts for
6 papers
Offloading Artificial Intelligence Workloads across the Computing Continuum by means of Active Storage Systems
Alex Barceló, Sebastián A. Cajas Ordoñez, Jaydeep Samanta +4
The increasing demand for artificial intelligence (AI) workloads across diverse computing environments has driven the need for more efficient data management strategies. Traditiona…
Enhancing iteration performance on distributed task-based workflows
Alex Barcelo, Anna Queralt, Toni Cortes
Task-based programming models have proven to be a robust and versatile way to approach development of applications for distributed environments. They provide natural programming pa…
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence
Jorge Ejarque, Rosa M. Badia, Loïc Albertin +34
The evolution of High-Performance Computing (HPC) platforms enables the design and execution of progressively larger and more complex workflow applications in these systems. The co…
RosneT: A Block Tensor Algebra Library for Out-of-Core Quantum Computing Simulation
Sergio Sánchez-Ramírez, Javier Conejero, Francesc Lordan +4
With the advent of more powerful Quantum Computers, the need for larger Quantum Simulations has boosted. As the amount of resources grows exponentially with size of the target syst…
Revisiting Active Object Stores: Bringing Data Locality to the Limit With NVM
Alex Barceló, Anna Queralt, Toni Cortes
Object stores are widely used software stacks that achieve excellent scale-out with a well-defined interface and robust performance. However, their traditional get/put interface is…
Workflow environments for advanced cyberinfrastructure platforms
Rosa M Badia, Jorge Ejarque, Francesc Lordan +5
Progress in science is deeply bound to the effective use of high-performance computing infrastructures and to the efficient extraction of knowledge from vast amounts of data. Such…