TY - GEN
T1 - Prospectus for the next LAPACK and ScaLAPACK libraries
AU - Demmel, James W.
AU - Dongarra, Jack
AU - Parlett, Beresford
AU - Kahan, William
AU - Gu, Ming
AU - Bindel, David
AU - Langou, Julie
AU - Hida, Yozo
AU - Li, Xiaoye
AU - Marques, Osni
AU - Riedy, E. Jason
AU - Vömel, Christof
AU - Langou, Julien
AU - Luszczek, Piotr
AU - Kurzak, Jakub
AU - Buttari, Alfredo
AU - Tomov, Stanimire
PY - 2007
Y1 - 2007
N2 - New releases of the widely used LAPACK and ScaLAPACK numerical linear algebra libraries are planned. Based on an on-going user survey (www.netlib.org/lapack-dev) and research by many people, we are proposing the following improvements: Faster algorithms, including better numerical methods, memory hierarchy optimizations, parallelism, and automatic performance tuning to accommodate new architectures; More accurate algorithms, including better numerical methods, and use of extra precision; Expanded functionality, including updating and downdating, new eigenproblems, etc. and putting more of LAPACK into ScaLAPACK; Improved ease of use, e.g., via friendlier interfaces in multiple languages. To accomplish these goals we are also relying on better software engineering techniques and contributions from collaborators at many institutions.
AB - New releases of the widely used LAPACK and ScaLAPACK numerical linear algebra libraries are planned. Based on an on-going user survey (www.netlib.org/lapack-dev) and research by many people, we are proposing the following improvements: Faster algorithms, including better numerical methods, memory hierarchy optimizations, parallelism, and automatic performance tuning to accommodate new architectures; More accurate algorithms, including better numerical methods, and use of extra precision; Expanded functionality, including updating and downdating, new eigenproblems, etc. and putting more of LAPACK into ScaLAPACK; Improved ease of use, e.g., via friendlier interfaces in multiple languages. To accomplish these goals we are also relying on better software engineering techniques and contributions from collaborators at many institutions.
UR - http://www.scopus.com/inward/record.url?scp=38048999206&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-75755-9_2
DO - 10.1007/978-3-540-75755-9_2
M3 - Conference contribution
AN - SCOPUS:38048999206
SN - 9783540757542
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 11
EP - 23
BT - Applied Parallel Computing
PB - Springer Verlag
T2 - 8th International Workshop on Applied Parallel Computing, PARA 2006
Y2 - 18 June 2007 through 21 June 2007
ER -