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Diego Fabregat Traver

Contact

Diego Fabregat Traver
Aachen Institute for Advanced Study in Computational Engineering Science (AICES)
RWTH Aachen University
Schinkelstr. 2 (room 430)
52062 Aachen

Email: fabregat@aices.rwth-aachen.de

Education

09/2009 - 12/2013
Dr. rer. nat. in Computer Science, Aachen Institute for Advanced Study in Computational Engineering Science (AICES), RWTH Aachen University.
09/2003 - 09/2008
Degree in Computer Sciences and Engineering (equiv. to M.S.) at Universitat Jaume I, Castellón, Spain.

Professional Career

Since 12/2013.
Postdoctoral Research Associate at AICES.

01/2009 - 07/2009.
Research assistant at Universitat Jaume I, Spain.
Design and development of a computing library for co-processors.

Research Interests

Automation, Numerical Linear Algebra, High-Performance.


Peer Reviewed Journal Publications

  • Application-tailored Linear Algebra Algorithms: A Search-Based Approach. [PDF] Diego Fabregat-Traver and Paolo Bientinesi.
    International Journal of High Performance Computing Applications (IJHPCA), special issue on Autotuning, 2013, Volume 27(4), pp. 425 - 438, November 2013.
  • Computing Petaflops over Terabytes of Data: The Case of Genome-Wide Association Studies. [TR-PDF]
    Diego Fabregat-Traver and Paolo Bientinesi.
    Accepted for publication in ACM Transactions of Mathematical Software.

Peer Reviewed Conference Publications

  • Algorithms for Large-scale Whole Genome Association Analysis. [TR-PDF]
    Elmar Peise, Diego Fabregat-Traver, Yurii S. Aulchenko and Paolo Bientinesi.
    Proceedings of the International Workshop on Parallelism in Bioinformatics (PBio 2013), May 2013. To appear.
  • A Domain-Specific Compiler for Linear Algebra Operations. [TR-PDF]
    Diego Fabregat-Traver and Paolo Bientinesi.
    Accepted for publication in the Proceedings of the 10th International Meeting on High-Performance Computing for Computational Science (VECPAR 2012).
  • Knowledge-Based Automatic Generation of Partitioned Matrix Expressions. [TR-PDF]
    Diego Fabregat-Traver and Paolo Bientinesi.
    Proceedings of the 13th International Workshop on Computer Algebra in Scientific Computing (CASC 2011).
    Lecture Notes in Computer Science, 2011, Volume 6885/2011, 144-157, DOI: 10.1007/978-3-642-23568-9_12
  • Automatic Generation of Loop-Invariants for Matrix Operations. [TR-PDF]
    Diego Fabregat-Traver and Paolo Bientinesi.
    Proceedings of the 11th International Conference on Computational Science and Its Applications (ICCSA 2011).
  • Automatic Generation of Partitioned Matrix Expressions for Matrix Operations. [TR-PDF]
    Diego Fabregat-Traver and Paolo Bientinesi.
    Proceedings of the 8th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2010).
    AIP Conf. Proc. 1281, 774 (2010), DOI:10.1063/1.3498598.
  • Generación Automática de Código para Operaciones de Computación Matricial.
    Diego Fabregat-Traver and Enrique Salvador Quintana Ortí.
    XIX JORNADAS DE PARALELISMO. Castellon: 17-09-2008. Internacional.
    2008 Publicacions de la Universitat Jaume I. ISBN: 978-84-8021-676-0. (Spanish)

Talks

  • Automating the Generation of Algorithms for Generalized Least-Squares Problems. [PDF]
    The 6th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2012).
    September 2012. Vienna, Austria.
  • A Domain-Specific Compiler for Linear Algebra Operations. [PDF]
    The 7th Intl Workshop on Automatic Performance Tuning (iWAPT), 10th Intl Meeting on High-Performance Computing for Computational Science (VECPAR 2012).
    July 2012. Kobe, Japan.
  • High-throughput Algorithms for Genome-Wide Association Studies. [PDF]
    The 8th International Conference on Bioinformatics of Genome Regulation and Structure\Systems Biology (BGRS\SB 2012).
    June 2012. Novosibirsk, Russia.
  • Sequences of Generalized Least-Squares for Genome-Wide Association Studies.
    The 83rd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM 2012).
    March 2012. Darmstadt, Germany.
  • Knowledge-Based Automatic Generation of Partitioned Matrix Expressions. [PDF]
    The 13th International Workshop on Computer Algebra in Scientific Computing (CASC 2011).
    September 2011. Kassel, Germany.
  • Automatic Generation of Loop-Invariants for Matrix Operations. [PDF]
    Workshop on Computer Algebra Systems and Their Applications (CASA), 11th International Conference on Computational Science and Its Applications (ICCSA 2011).
    June 2011. Santander, Spain.
  • Automatic Generation of Partitioned Matrix Expressions for Matrix Operations. [PDF]
    Workshop on Automated computing, 8th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2010).
    September 2010. Rhodes, Greece.
  • Generation of Linear Algebra Algorithms for Automatic Differentiation. [PDF]
    Workshop on Autotuning, 6th Parallel Matrix Algorithms and Applications (PMAA 2010).
    June 2010. Basel, Switzerland.

Posters

  • Mechanical Generation of Algorithms for Automatic Differentiation. [PDF]
    Conference on Numerical Linear Algebra: Perturbation, Performance and Portability in celebration of G.W. (Pete) Stewart's 70th Birthday.
    July 2010, Austin, TX, USA.