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2022

Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters

22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid'22)

P. Liu, G. Bravo, J. Guitart, A. Dholakia, D. Ellison, and M. Hodak
Scanflow: A multi-graph framework for machine learning workflow management, supervision, and debugging

Expert Systems with Applications

G. Bravo, P. Liu, J. Guitart, A. Dholakia, D. Ellison, J. Falkanger, and M. Hodak
Performance characterization of containerization for HPC workloads on InfiniBand clusters: an empirical study

Cluster Computing

P. Liu, and J. Guitart
Differential impact of government lockdown policies on reducing air pollution levels and related mortality in EuropeAbstract

Scientific Reports

R. Schneider, P. Masselot, A. M. Vicedo-Cabrera, F. Sera, M. Blangiardo, C. Forlani, J. Douros, O. Jorba, M. Adani, R. Kouznetsov, F. Couvidat, J. Arteta, B. Raux, M. Guevara, A. Colette, J. Barré, V-H. Peuch, and A. Gasparrini
A Native Tensor–Vector Multiplication Algorithm for High Performance Computing

IEEE Transactions on Parallel and Distributed Systems

P.. J. Martinez-Ferrer, A.. N. Yzelman, and V.. Beltran
Fast expansion of dengue in Brazil

The Lancet Regional Health - Americas

C. T. Codeco, S. S. Oliveira, D. A. C. Ferreira, T. I. S. Riback, L. S. Bastos, R. M. Lana, I. F. Almeida, V. B. Godinho, O. G. Cruz, and F. C. Coelho
Atlantic circulation change still uncertain

Nature Geoscience

H. K. Kilbourne, A. D. Wanamaker, P. Moffa-Sanchez, D. J. Reynolds, D. E. Amrhein, P. G. Butler, G. Gebbie, M. Goes, M. F. Jansen, C. M. Little, M. Mette, E. Moreno-Chamarro, P. Ortega, B. L. Otto-Bliesner, T. Rossby, J. Scourse, and N. M. Whitney
Exploring the landscape of seasonal forecast provision by Global Producing CentresAbstract

Climatic Change

D. Bojovic, A. Nicodemou, A. Lera St.Clair, I. Christel, and F. J. Doblas-Reyes
Towards more effective visualisations in climate services: good practices and recommendationsAbstract

Climatic Change

M. Terrado, L. Calvo, and I. Christel
Quality Management Framework for Climate Datasets

Data Science Journal

C. Lacagnina, F. Doblas-Reyes, G. Larnicol, C. Buontempo, A. Obregón, M. Costa-Surós, D. San-Martín, P-A. Bretonnière, S. D. Polade, V. Romanova, D. Putero, F. Serva, A. Llabrés-Brustenga, A. Pérez, D. Cavaliere, O. Membrive, C. Steger, N. Pérez-Zanón, P. Cristofanelli, F. Madonna, M. Rosoldi, A. Riihelä, and M. García Díez

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