Arquitectura y Computación paralela
Publicaciones (377) Publicaciones en las que ha participado algún/a investigador/a
2024
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A Generic Schema Evolution Approach for NoSQL and Relational Databases
IEEE Transactions on Knowledge and Data Engineering, Vol. 36, Núm. 7, pp. 2774-2789
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Code Detection for Hardware Acceleration Using Large Language Models
IEEE Access, Vol. 12, pp. 35271-35281
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Expanding the deep-learning model to diagnosis LVNC: limitations and trade-offs
Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, Vol. 12, Núm. 1
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On the interactions between ILP and TLP with hardware transactional memory
Microprocessors and Microsystems, Vol. 104
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POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments
Journal of Supercomputing, Vol. 80, Núm. 10, pp. 14666-14693
2023
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Improving a Deep Learning Model to Accurately Diagnose LVNC
Journal of Clinical Medicine, Vol. 12, Núm. 24
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Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators
CC 2023 - Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction
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On the representativeness and stability of a set of EFMs
Bioinformatics, Vol. 39, Núm. 6
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SkiQL: A unified schema query language
Data and Knowledge Engineering, Vol. 148
2022
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A unified metamodel for NoSQL and relational databases
Information Systems, Vol. 104
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Analysing software prefetching opportunities in hardware transactional memory
Journal of Supercomputing, Vol. 78, Núm. 1, pp. 919-944
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Analysis of the Interactions between ILP and TLP with Hardware Transactional Memory
Proceedings - 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2022
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Applying Intel's oneAPI to a machine learning case study
Concurrency and Computation: Practice and Experience, Vol. 34, Núm. 13
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DeTraS: Delaying stores for friendly-fire mitigation in hardware transactional memory
IEEE Transactions on Parallel and Distributed Systems, Vol. 33, Núm. 1, pp. 1-13
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FARMIT: continuous assessment of crop quality using machine learning and deep learning techniques for IoT-based smart farming
Cluster Computing, Vol. 25, Núm. 3, pp. 2163-2178
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HDNN: a cross-platform MLIR dialect for deep neural networks
Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13814-13830
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Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach
Computer Methods and Programs in Biomedicine, Vol. 214
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Performance portability in a real world application: PHAST applied to Caffe
International Journal of High Performance Computing Applications, Vol. 36, Núm. 3, pp. 419-439
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Staphylococcus epidermidis RP62A’s Metabolic Network: Validation and Intervention Strategies
Metabolites, Vol. 12, Núm. 9
2021
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ACOTSP-MF: A memory-friendly and highly scalable ACOTSP approach
Engineering Applications of Artificial Intelligence, Vol. 99