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Exploiting Generic Tiled Algorithms Toward Scalable H-Matrices Factorizations on Top of Runtime Systems

Rocío Carratalá-Sáez , Mathieu Faverge , Grégoire Pichon , Enrique Salvador Quintana-Ortí , Guillaume Sylvand
SIAM PP20 - SIAM Conference on Parallel Processing for Scientific Computing, Feb 2020, Seattle, United States
Conference papers hal-03149953v1
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Bidiagonalization with Parallel Tiled Algorithms

Mathieu Faverge , Julien Langou , Yves Robert , Jack Dongarra
[Research Report] RR-8969, INRIA. 2016
Reports hal-01389232v2
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Designing LU-QR hybrid solvers for performance and stability

Mathieu Faverge , Julien Herrmann , Julien Langou , Bradley Lowery , Yves Robert , et al.
IEEE International Parallel & Distributed Processing Symposium (IPDPS 2014), May 2014, Phoenix, United States
Conference papers hal-00930238v1
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Implementing a Systolic Algorithm for QR Factorization on Multicore Clusters with PaRSEC

Guillaume Aupy , Mathieu Faverge , Yves Robert , Jakub Kurzak , Piotr Luszczek , et al.
[Research Report] RR-8390, INRIA. 2013, pp.16
Reports hal-00879248v1
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Deciding Non-Compressible Blocks in Sparse Direct Solvers using Incomplete Factorization

Esragul Korkmaz , Mathieu Faverge , Grégoire Pichon , Pierre Ramet
[Research Report] RR-9396, Inria Bordeaux - Sud Ouest. 2021, pp.16
Reports hal-03152932v2
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Improving mapping for sparse direct solvers: A trade-off between data locality and load balancing

Changjiang Gou , Ali Al Zoobi , Anne Benoit , Mathieu Faverge , Loris Marchal , et al.
EuroPar 2020 - 26th International European Conference on Parallel and Distributed Computing, Aug 2020, Warsaw / Virtual, Poland. pp.1-16
Conference papers hal-02973315v1

Mixing LU and QR factorization algorithms to design high-performance dense linear algebra solvers

Mathieu Faverge , Julien Herrmann , Julien Langou , Bradley Lowery , Yves Robert , et al.
Journal of Parallel and Distributed Computing, 2015, IPDPS 2014 Selected Papers on Numerical and Combinatorial Algorithms, 85, pp.15. ⟨10.1016/j.jpdc.2015.06.007⟩
Journal articles hal-01107457v1
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Tiled Algorithms for Efficient Task-Parallel H-Matrix Solvers

Rocío Carratalá-Sáez , Mathieu Faverge , Grégoire Pichon , Guillaume Sylvand , Enrique S Quintana-Ortí
PDSEC 2020 - 21st IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing, May 2020, News Orleans, United States. pp.1-10
Conference papers hal-02513433v1
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Tiled Algorithms for Efficient Task-Parallel H-Matrix Solvers

Rocío Carratalá-Sáez , Mathieu Faverge , Grégoire Pichon , Guillaume Sylvand , Enrique S Quintana-Ortí
[Research Report] RR-9327, Inria. 2020
Reports hal-02489269v1
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Improving mapping for sparse direct solvers: A trade-off between data locality and load balancing

Changjiang Gou , Ali Al Zoobi , Anne Benoit , Mathieu Faverge , Loris Marchal , et al.
[Research Report] RR-9328, Inria Rhône-Alpes. 2020, pp.21
Reports hal-02491495v1
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Implementing a systolic algorithm for QR factorization on multicore clusters with PaRSEC

Guillaume Aupy , Mathieu Faverge , Yves Robert , Jakub Kurzak , Piotr Luszczek , et al.
PROPER 2013 - 6th Workshop on Productivity and Performance, Aug 2013, Aachen, Germany
Conference papers hal-00844492v1

Hierarchical QR factorization algorithms for multi-core cluster systems

Jack Dongarra , Mathieu Faverge , Thomas Herault , Julien Langou , Yves Robert
IPDPS'2012, the 26th IEEE International Parallel and Distributed Processing Symposium, May 2012, Shanghai, China. ⟨10.1109/IPDPS.2012.62⟩
Conference papers hal-00764022v1
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Deciding Non-Compressible Blocks in Sparse Direct Solvers using Incomplete Factorization

Esragul Korkmaz , Mathieu Faverge , Grégoire Pichon , Pierre Ramet
HiPC 2021 - 28th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2021, Bangalore, India. pp.1-10, ⟨10.1109/HiPC53243.2021.00024⟩
Conference papers hal-03361299v1
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Reaching the Quality of SVD for Low-Rank Compression Through QR Variants

Esragul Korkmaz , Mathieu Faverge , Grégoire Pichon , Pierre Ramet
[Research Report] RR-9476, Inria Bordeaux - Sud Ouest. 2022, pp.43
Reports hal-03718312v4

Hierarchical QR factorization algorithms for multi-core clusters

Jack Dongarra , Mathieu Faverge , Thomas Hérault , Mathias Jacquelin , Julien Langou , et al.
Parallel Computing, 2013, 39 (4-5), pp.212-232. ⟨10.1016/j.parco.2013.01.003⟩
Journal articles hal-00809770v1
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Bidiagonalization and R-Bidiagonalization: Parallel Tiled Algorithms, Critical Paths and Distributed-Memory Implementation

Mathieu Faverge , Julien Langou , Yves Robert , Jack Dongarra
IPDPS'17 - 31st IEEE International Parallel and Distributed Processing Symposium , May 2017, Orlando, United States
Conference papers hal-01484113v1