output
20132025
most citedBig Data Computing and Clouds: Trends and Future Directions

854 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2021Show all

4 papers · 1 filter

cs.SE2021★ 8 cited

DevOps and Microservices in Scientific System development

Maximillien de Bayser, Vinicius Segura, Leonardo Guerreiro Azevedo +4

There is a gap in scientific information systems development concerning modern software engineering and scientific computing. Historically, software engineering methodologies have…

cs.CV2021★ 55 cited

Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data

Laura Elena Cué La Rosa, Camile Sothe, Raul Queiroz Feitosa +3

This work proposes a multi-task fully convolutional architecture for tree species mapping in dense forests from sparse and scarce polygon-level annotations using hyperspectral UAV-…

cs.DC2021★ 4 cited

Distributed In-memory Data Management for Workflow Executions

Renan Souza, Vítor Silva, Alexandre A. B. Lima +3

Complex scientific experiments from various domains are typically modeled as workflows and executed on large-scale machines using a Parallel Workflow Management System (WMS). Since…

physics.ao-ph2021★ 3 cited

Reduced order modeling of dynamical systems using artificial neural networks applied to water circulation

Alberto Costa Nogueira, João Lucas de Sousa Almeida, Guillaume Auger +1

General circulation models are essential tools in weather and hydrodynamic simulation. They solve discretized, complex physical equations in order to compute evolutionary states of…