@techreport{agullo:hal-03773985, TITLE = {{Task-based randomized singular value decomposition and multidimensional scaling}}, AUTHOR = {Agullo, Emmanuel and Coulaud, Olivier and Denis, Alexandre and Faverge, Mathieu and Franc, Alain and Frigerio, Jean-Marc and Furmento, Nathalie and Guilbaud, Adrien and Jeannot, Emmanuel and Peressoni, Romain and Pruvost, Florent and Thibault, Samuel}, URL = {https://inria.hal.science/hal-03773985}, TYPE = {Research Report}, NUMBER = {RR-9482}, PAGES = {37}, INSTITUTION = {{Inria Bordeaux - Sud Ouest ; Inrae - BioGeCo}}, YEAR = {2022}, MONTH = Sep, KEYWORDS = {task-based programming ; randomized singular value decomposition (RSVD) ; multidimensional scaling (MDS) ; random projection ; distributed memory ; heterogeneous machine ; runtime system ; programmation {\`a} base de t{\^a}ches ; d{\'e}composition en valeur singuli{\`e}re randomis{\'e}e ; positionnement multidimensionel ; projection al{\'e}atoire ; m{\'e}moire distribu{\'e}e ; machine h{\'e}t{\'e}rog{\`e}ne ; moteur d'ex{\'e}cution}, PDF = {https://inria.hal.science/hal-03773985v2/file/RR-9482%20%281%29.pdf}, HAL_ID = {hal-03773985}, HAL_VERSION = {v2}, }