Publications

Open Science (Open Access)

OpenAIRE2020 represents a pivotal phase in the long-term effort to implement and strengthen the impact of the Open Access policies of the European Commission. You can freely access to our publications using the following link.

Journals

• S. Giampà, L. Belcastro, F. Marozzo, D. Talia, P. Trunfio. A data-aware scheduling strategy for executing large-scale distributed workflows. IEEE Access, 2021.
• R. Cantini, F. Marozzo, A. Orsino, D. Talia. Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines. Future Internet, 2021.
• L. Belcastro; F. Marozzo; D. Talia; P. Trunfio; F. Branda; T. Palpanas; M. Imran. Using Social Media for Sub-Event Detection during Disasters. Journal of Big Data, 2021.
• Navas-Sánchez, F.J., Fernández-Pena, A., Martín de Blas, D. et al. Thalamic atrophy in patients with pure hereditary spastic paraplegia type 4. J Neurol (2021). 
• Martínez-García, M.; Paternina-Die, M.; Barba-Müller, E.; Martín de Blas, D.; Beumala, L.; Cortizo, R.; Pozzobon, C.; Marcos-Vidal, L.; Fernández-Pena, A.; Picado, M.; Belmonte-Padilla, E.; Massó-Rodriguez, A.; Ballesteros, A.; Desco, M.; Vilarroya, Ó.; Hoekzema, E.; Carmona, S. Do Pregnancy-Induced Brain Changes Reverse? The Brain of a Mother Six Years after Parturition. Brain Sci. 2021, 11, 168.
• María Paternina-Die, Magdalena Martínez-García, Clara Pretus, Elseline Hoekzema, Erika Barba-Müller, Daniel Martín de Blas, Cristina Pozzobon, Agustín Ballesteros, Óscar Vilarroya, Manuel Desco, Susanna Carmona. The Paternal Transition Entails Neuroanatomic Adaptations that are Associated with the Father’s Brain Response to his Infant Cues. Cerebral Cortex Communications, Volume 1, Issue 1, 2020.
• F. Marozzo, D. Talia, P. Trunfio, “A Sleep-and-Wake technique for reducing energy consumption in BitTorrent networks“. Concurrency and Computation: Practice and Experience, pp. e5723, 2020. 
• L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, “Learning Political Polarization on Social Media using Neural Networks“. IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020.
• H. G. Reyes-Anastacio, J. L. Gonzalez-Compean, V. J. Sosa-Sosa, J. Carretero, and J. Garcia-Blas. Kulla, a container-centric construction model for building infrastructure-agnostic distributed and parallel applications. Journal of Systems and Software, vol. 168, p. 110665, 2020.
• J. Garcia-Blas, D. del Rio, J. Carretero, and D. J. Garcia. Towards enhanced MRI by using a multiple back end programming framework. Future Generation Computer Systems, 2020.
• E. Serrano, J. Garcia-Blas, J. Carretero, M. Desco, and M. Abella. Accelerated iterative image reconstruction for cone-beam computed tomography through Big Data frameworks. Future generation computer systems, vol. 106, pp. 534-544, 2020. 
• L. Belcastro, F. Marozzo, D. Talia, P. Trunfio. ParSoDA: High-Level Parallel Programming for Social Data Mining. Social Network Analysis and Mining Journal, 2019.
• D. Talia. A view of programming scalable data analysis: from clouds to exascale. Journal of Cloud Computing: Advances, Systems and Applications, 2019.
• Alberto Cascajo, David E. Singh, and Jesus Carretero. Performance-aware scheduling of parallel applications on non-dedicated clusters. Electronics, 2019
•  I. Dragan, G. Iuhasz, D. Petcu, A scalable Platform for Monitoring Data Intensive Applications, Journal of Grid Computing, 2019.
• Javier López-Gómez, Javier Fernández Muñoz, David del Rio Astorga, Manuel F. Dolz, J. Daniel Garcia. Exploring stream parallel patterns in distributed MPI environments. Parallel Computing, Volume 84, 03/2019, Pages 24-36, ISSN 0167-8191.
• Javier López-Gómez, David del Rio Astorga, Manuel F. Dolz, Javier Fernández, J. Daniel García. Detecting semantic violations of lock-free data structures through C++ contracts. The Journal of Supercomputing,  First Online, 03/2019, Pages 1-12, ISSN 1573-0484. 

Conference articles

• Record linkage for auto-tuning of High Performance Computing systems”, Sophie Robert, Lionel Vincent, Soraya Zertal, and Philippe Couvée, Symposium on Intelligent and Autonomous Systems (SIAS 2021).
• G. Iuhasz, D. Petcu, Perspectives on Anomaly and Event Detection in Exascale Systems, Proceedings of 2019 IEEE International Conference on High Performance and Smart Computing, (HPSC), 225-229. 2019.
• Sophie Robert, Soraya Zertal, Gaël Goret. Auto-tuning of IO accelerators using black-box optimization. HPCS 2019.
• G. Iuhasz, D. Petcu, Monitoring of exascale data processing, ICACS 2019, 2019.
• Vladislav Kashansky, Dragi Kimovski, Radu Prodan, Prateek Agrawal, Fabrizio Marozzo, Iuhasz Gabriel,Marek Justyna and Javier Garcia-Blas. M3AT: Monitoring Agents Assignment Model for Data-Intensive Applications. PDP2020.