Workflows community summit 2022: A roadmap revolution RF Da Silva, RM Badia, V Bala, D Bard, PT Bremer, I Buckley, ... arXiv preprint arXiv:2304.00019, 2023 | 37 | 2023 |
Applying big data paradigms to a large scale scientific workflow: Lessons learned and future directions S Caíno-Lores, A Lapin, J Carretero, P Kropf Future Generation Computer Systems 110, 440-452, 2020 | 33 | 2020 |
Workflows community summit: Advancing the state-of-the-art of scientific workflows management systems research and development RF da Silva, H Casanova, K Chard, T Coleman, D Laney, D Ahn, S Jha, ... arXiv preprint arXiv:2106.05177, 2021 | 21 | 2021 |
Spark-diy: A framework for interoperable spark operations with high performance block-based data models S Caíno-Lores, J Carretero, B Nicolae, O Yildiz, T Peterka 2018 IEEE/ACM 5th International Conference on Big Data Computing …, 2018 | 20 | 2018 |
A cloudification methodology for multidimensional analysis: Implementation and application to a railway power simulator S Caíno-Lores, AG Fernandez, F Garcia-Carballeira, JC Perez Simulation Modelling Practice and Theory 55, 46-62, 2015 | 20 | 2015 |
Toward high-performance computing and big data analytics convergence: The case of spark-diy S Caino-Lores, J Carretero, B Nicolae, O Yildiz, T Peterka IEEE Access 7, 156929-156955, 2019 | 16 | 2019 |
A lightweight method for evaluating in situ workflow efficiency TMA Do, L Pottier, S Caíno-Lores, RF da Silva, MA Cuendet, H Weinstein, ... Journal of Computational Science 48, 101259, 2021 | 13 | 2021 |
Efficient design assessment in the railway electric infrastructure domain using cloud computing S Caíno-Lores, A García, F García-Carballeira, J Carretero Integrated Computer-Aided Engineering 24 (1), 57-72, 2017 | 10 | 2017 |
Reproducibility of the first image of a black hole in the Galaxy M87 from the Event Horizon Telescope Collaboration R Patel, B Roachell, S Caino-Lores, R Ketron, J Leonard, N Tan, K Vahi, ... Computing in Science & Engineering 24 (5), 42-52, 2022 | 9 | 2022 |
Lessons Learned from Applying Big Data Paradigms to a Large Scale Scientific Workflow S Caíno-Lores, A Lapin, P Kropf, J Carretero 11th Workshop on Workflows in Support of Large-Scale Science (WORKS 2016), 2016 | 9 | 2016 |
A survey on data-centric and data-aware techniques for large scale infrastructures S Caíno-Lores, J Carretero Int. J. Comput. Inf. Eng 10, 517-523, 2016 | 8 | 2016 |
Performance assessment of ensembles of in situ workflows under resource constraints TMA Do, L Pottier, R Ferreira da Silva, S Caíno‐Lores, M Taufer, ... Concurrency and Computation: Practice and Experience 35 (20), e7111, 2023 | 7 | 2023 |
Building high-throughput neural architecture search workflows via a decoupled fitness prediction engine AK Rorabaugh, S Caíno-Lores, T Johnston, M Taufer IEEE Transactions on Parallel and Distributed Systems 33 (11), 2913-2926, 2022 | 7 | 2022 |
High frequency accuracy and loss data of random neural networks trained on image datasets AK Rorabaugh, S Caíno-Lores, T Johnston, M Taufer Data in Brief 40, 107780, 2022 | 6 | 2022 |
Runtime steering of molecular dynamics simulations through in situ analysis and annotation of collective variables S Caino-Lores, M Cuendet, J Marquez, E Kots, T Estrada, E Deelman, ... Proceedings of the Platform for Advanced Scientific Computing Conference, 1-11, 2023 | 5 | 2023 |
Co-scheduling ensembles of in situ workflows TMA Do, L Pottier, RF Da Silva, F Suter, S Caíno-Lores, M Taufer, ... 2022 IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS …, 2022 | 5 | 2022 |
Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI R Souza, S Caino-Lores, M Coletti, TJ Skluzacek, A Costan, F Suter, ... 2024 IEEE 20th International Conference on e-Science (e-Science), 1-7, 2024 | 4 | 2024 |
Novel approaches toward scalable composable workflows in hyper-heterogeneous computing environments J Bader, J Belak, M Bement, M Berry, R Carson, D Cassol, S Chan, ... Proceedings of the SC'23 Workshops of the International Conference on High …, 2023 | 4 | 2023 |
Methodological approach to data-centric cloudification of scientific iterative workflows S Caíno-Lores, A Lapin, P Kropf, J Carretero International Conference on Algorithms and Architectures for Parallel …, 2016 | 4 | 2016 |
A Cloudification Methodology for Numerical Simulations S Caíno-Lores, A García, F García-Carballeira, J Carretero Euro-Par 2014: Parallel Processing Workshops, 375-386, 2014 | 4 | 2014 |