My research entails the deployment of structured parallelism approaches in heterogeneous computing systems such as clouds, grids, and clusters. Dr Gonzalez-Velez also has a strong background in high-performance and enterprise computing, nurtured both in the academy and in industry. This diverse experience has led to aspirations of employing generic parallel patterns (skeletons) to the solution of domain-specific problems in computational science to develop a tight integration between specific computational problems, particularly in the biomedical and physical sciences, and their specific patterns of computation and communication.
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González-Cebrián, Alba, Bradford, Michael, Chis, Adriana E. and González-Vélez, Horacio (2024) "Standardised Versioning of Datasets: a FAIR–compliant Proposal". Scientific Data, 11. ISSN 2052-4463. DOI: 10.1038/s41597-024-03153-y
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Durá, Marta, Leal, Fátima, Sánchez-García, Ángel, Sáez, Carlos, García-Gómez, Juan M., Chis, Adriana E. and González-Vélez, Horacio (2023) "Blockchain for Data Originality in Pharma Manufacturing". Journal of Pharmaceutical Innovation. ISSN 1939-8042. DOI: 10.1007/s12247-023-09748-z
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Spinsante, Susanna, Poli, Angelica, Batalla, Jordi Mongay, Krawiec, Piotr, Dobre, Ciprian, Bajenaru, Lidia, Mavromoustakis, Constandinos X., Constantinou, Costas S., Molan, Gregor, Herghelegiu, Anna Marie, Prada, Gabriel Ioan, Draghici, Rozeta and González-Vélez, Horacio (2023) "Clinically-validated technologies for assisted living". Journal of Ambient Intelligence and Humanized Computing, 14 (3). pp. 2095-2116. ISSN 1868-5145. DOI: 10.1007/s12652-021-03419-y
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García-Méndez, Silvia, Leal, Fátima, Malheiro, Benedita, Burguillo-Rial, Juan Carlos, Veloso, Bruno, Chis, Adriana E. and González-Vélez, Horacio (2022) "Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly". Simulation Modelling Practice and Theory, 120, 102616. ISSN 1569-190X. DOI: 10.1016/j.simpat.2022.102616
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Leal, Fátima, Veloso, Bruno, Malheiro, Benedita, Burguillo, Juan Carlos, Chis, Adriana E. and González–Vélez, Horacio (2022) "Stream-based explainable recommendations via blockchain profiling". Integrated Computer-Aided Engineering, 29 (1). pp. 105-121. ISSN 1875-8835. DOI: 10.3233/ICA-210668
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Leal, Fátima, Chis, Adriana E. and González-Vélez, Horacio (2021) "Multi-service model for blockchain networks". Information Processing & Management, 58 (3). ISSN 0306-4573. DOI: 10.1016/j.ipm.2021.102525
- Leal, Fátima, Chis, Adriana E., Caton, Simon, González-Vélez, Horacio, García-Gómez, Juan M., Durá, Marta, Sánchez-García, Angel, Sáez, Carlos, Karageorgos, Anthony, Gerogiannis, Vassilis C., Xenakis, Apostolos, Lallas, Efthimios, Ntounas, Theodoros, Vasileiou, Eleni, Mountzouris, Georgios, Otti, Barbara, Pucci, Penelope, Papini, Rossano, Cerrai, David and Mier, Mariola (2021) "Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production". Big Data Research, 24 (100172). pp. 1-12. ISSN 2214-5796. DOI: 10.1016/j.bdr.2020.100172
- Danelutto, Marco, Mencagli, Gabriele, Torquati, Massimo, González-Vélez, Horacio and Kilpatrick, Peter (2020) "Algorithmic Skeletons and Parallel Design Patterns in Mainstream Parallel Programming". International Journal of Parallel Programming. ISSN 1573-7640. DOI: 10.1007/s10766-020-00684-w
- Leal, Fátima, Chis, Adriana E. and González-Vélez, Horacio (2020) "Performance Evaluation of Private Ethereum Networks". SN Computer Science, 1 (5): Article number 285. ISSN 2661-8907. DOI: 10.1007/s42979-020-00289-7
- Leal, Fátima, Veloso, Bruno, Malheiro, Benedita, González-Vélez, Horacio and Burguillo, Juan Carlos (2020) "A 2020 perspective on “Scalable modelling and recommendation using wiki-based crowdsourced repositories:” Fairness, scalability, and real-time recommendation". Electronic Commerce Research and Applications, 40. Article number 100951. ISSN 1567-4223. DOI: 10.1016/j.elerap.2020.100951
- Hîrtan, Liviu-Adrian, Dobre, Ciprian and González-Vélez, Horacio (2020) "Blockchain-based Reputation for Intelligent Transportation Systems". Sensors, 20 (3): 791. ISSN 1424-8220. DOI: 10.3390/s20030791
- Xenakis, Apostolos; Karageorgos, Anthony; Lallas, Efthimios; Chis, Adriana E.; and González-Vélez, Horacio (2019) "Towards Distributed IoT/Cloud based Fault Detection and Maintenance in Industrial Automation". Procedia Computer Science, 151. pp. 683-690. ISSN 1877-0509. DOI: 10.1016/j.procs.2019.04.091
- Leal, Fátima; Veloso, Bruno; Malheiro, Benedita; González-Vélez, Horacio and Burguillo, Juan Carlos (2019) "Scalable modelling and recommendation using wiki-based crowdsourced repositories". Electronic Commerce Research and Applications, 33, 100817. ISSN 1567-4223. DOI: 10.1016/j.elerap.2018.11.004
- Veloso, Bruno; Leal, Fátima; González-Vélez, Horacio; Malheiro, Benedita and Burguillo, Juan Carlos (2018) "Scalable data analytics using crowdsourced repositories and streams". Journal of Parallel and Distributed Computing, 122. pp. 1-10. ISSN 0743-7315. DOI: 10.1016/j.jpdc.2018.06.013
- Goli, Mehdi and González-Vélez, Horacio (2018) "Formalised Composition and Interaction for Heterogeneous Structured Parallelism". International Journal of Parallel Programming, 46 (1). pp. 120-151. ISSN 1573-7640.
- Leal, Fátima; Malheiro, Benedita; González-Vélez, Horacio; Burguillo, Juan Carlos (2017) "Trust-based Modelling of Multi-criteria Crowdsourced Data". Data Science and Engineering. pp. 1-11. ISSN 2364-1541.
- Garba, Michael T., Roach, Daniel L. and González-Vélez, Horacio (2017) "Computational modelling and simulation of polycrystalline coherent inelastic neutron scattering". Simulation Modelling Practice and Theory, 77. pp. 338-349. ISSN 1569-190X.
- Goli, Mehdi and González-Vélez, Horacio (2017) "Autonomic Coordination of Skeleton-Based Applications Over CPU/GPU Multi-Core Architectures". International Journal of Parallel Programming, 45 (2). pp. 203-224. ISSN 1573-7640.
- Kolodziej, Joanna, González-Vélez, Horacio and Karatza, Helen D. (2017) "High-performance modelling and simulation for big data applications". Simulation Modelling Practice and Theory, 76. pp. 1-2. ISSN 1569-190X.
- Jakobik, Agnieszka, Grzonka, Daniel, Kolodziej, Joanna, Chis, Adriana E. and González-Vélez, Horacio (2017) "Energy Efficient Scheduling Methods for Computational Grids and Clouds". Journal of Telecommunications and Information Technology, 1. pp. 56-64. ISSN 1899-8852.
- Buchanan, Frances, Capanni, Niccolo and González-Vélez, Horacio (2015) "Distributed aggregation of heterogeneous Web-based Fine Art Information: enabling multi-source accessibility and curation". The Knowledge Engineering Review, 30 (2). pp. 220-236. ISSN 1469-8005.
- Kolodziej, Joanna, González-Vélez, Horacio, Xhafa, Fatos and Barolli, Leonard (2015) "Intelligent computing in large-scale systems". The Knowledge Engineering Review, 30 (2). pp. 137-139. ISSN 1469-8005.
- Kolodziej, Joanna, González-Vélez, Horacio and Wang, Lizhe (2014) "Advances in data-intensive modelling and simulation". Future Generation Computer Systems, 37. pp. 282-283. ISSN 0167-739X.
- Campa, Sonia, Danelutto, Marco, Goli, Mehdi, González-Vélez, Horacio, Popescu, Alina Madaline and Torquati, Massimo (2014) "Parallel patterns for heterogeneous CPU/GPU architectures: structured parallelism from cluster to cloud". Future Generation Computer Systems, 37. pp. 354-366. ISSN 0167-769X.
- Goli, Mehdi and González-Vélez, Horacio (2014) "N-body computations using skeletal frameworks on multicore CPU/graphics processing unit architectures: an empirical performance evaluation". Concurrency and Computation: Practice and Experience, 26 (4). pp. 972-986. ISSN 1532-0626.
- Boob, Suresh, González-Vélez, Horacio and Popescu, Alina Madalina (2014) "Automated Instantiation of Heterogeneous Fast Flow Parallel Pattern Applications in Clouds". Proceedings of the 22nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP). pp. 162-169. ISSN 1066-6192.
- Garba, Michael T. and González-Vélez, Horacio (2012) "Asymptotic Peak Utilisation in Heterogeneous Parallel CPU/GPU Pipelines: A Decentralised Queue Monitoring Strategy". Parallel Processing Letters (ppl), 22 (2). ISSN 0129-6264.
- Xiao, Liang, Dasmahaptra, Srinandan, Lewis, Paul, Hu, Bo, Peet, Andrew, Gibb, Alez, Dupplaw, David, Croitoru, Madalina, Estanyol, Francesc, Martínez-Miranda, Juan, González-Vélez, Horacio and Lluck i. Ariet, Magi (2011) "The design and implementation of a novel security model for HealthAgents". The Knowledge Engineering Review, 26 (3). pp. 261-282. ISSN 1469-8005.
- Dupplaw, David, Croitoru, Madalina, Dasmahapatra, Srinandan, Gibb, Alex, González-Vélez, Horacio, Lurgi, Miguel, Hu, Bo, Lewis, Paul and Peet, Andrew (2011) "A knowledge-rich distributed decision support framework: a case study for brain tumour diagnosis". The Knowledge Engineering Review, 26 (3). pp. 247-260. ISSN 1469-8005.
- González-Vélez, Horacio and Kontagora, Maryam (2011) "Performance evaluation of MapReduce using full virtualisation on a departmental cloud". International Journal of Applied Mathematics and Computer Science, 21 (2). pp. 275-284. ISSN 1641-876X.
- Garba, Michael T., González-Vélez, Horacio and Roach, Daniel L. (2011) "Computational Model of Inelastic Neutron Scattering for Nonomaterial Characterisation in GPU architectures". Journal of Computational Science.
- González-Vélez, Horacio (2011) "Guest editorial preface: Computational intelligence for neuro-oncological diagnosis". Knowledge Engineering Review, 26 (3). pp. 243-245. ISSN 1469-8005.
- González-Vélez, Horacio and Cole, Murray (2010) "Adaptive structured parallelism for distributed heterogeneous architectures: a methodological approach with pipelines and farms". Concurrency and Computation: Practice and Experience, 22 (15). pp. 2073-2094. ISSN 1532-0626.
- González-Vélez, Horacio and Cole, Murray (2010) "Adaptive statistical scheduling of divisible workloads in heterogeneous systems". Journal of Scheduling, 13 (4). pp. 427-441. ISSN 1099-1425.
- González-Vélez, Horacio and Leyton, Mario (2010) "A survey of algorithmic skeleton frameworks: high-level structured parallel programming enablers". Software: Practice and Experience, 40 (12). pp. 1135-1160. ISSN 1097-024X.
- González-Vélez, Horacio, Mier, Mariola, Julia-Sapé, Margarida, Arvanitis, Theodoros N., García-Gómez, Juan M., Robles, Montserrat, Lewis, Paul H., Dasmahaptra, Srinandan, Dupplaw, David, Peet, Andrew, Arus, Carles, Celda, Bernardo, Van Huffel, Sabine and Lluch i. Ariet, Magi (2009) "HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis". Applied Intelligence, 30 (3). pp. 191-202. ISSN 1573-7497.
- Ure, Jenny, Hartswood, Mark, Wordlaw, Joanna, Procter, Rob, Anderson, Stuart, González-Vélez, Horacio, Yu-wei, Lin, Lloyd, Sharon and Ho, Kate (2009) "The Development of Data Infrastructures for eHealth: A Socio-Technical Perspective". Journal of the Association for Information Systems, 10 (5). pp. 415-429. ISSN 1536-9323.
- González-Vélez, Virginia and González-Vélez, Horacio (2007) "Parallel stochastic simulation of macroscopic calcium currents". Journal of Bioinformatics and Computational Biology (jbcb), 5 (3). pp. 755-772. ISSN 1757-6334.
- González-Vélez, Horacio (2006) "Self-adaptive skeletal task farm for computational grids". Parallel Computing, 32 (7-8). pp. 479-490. ISSN 0167-8191.
- González-Vélez, Horacio (1999) "A Computer Simulator for Proportional Representation System". Social Science Computer Review, 17 (4). pp. 435-444. ISSN 1552-8286.