ATLAS swMATH ID: 56 Software Authors: R. Clint Whaley Description: This paper describes the Automatically Tuned Linear Algebra Software (ATLAS) project, as well as the fundamental principles that underly it. ATLAS is an instantiation of a new paradigm in high performance library production and maintenance, which we term automated empirical optimization of software; this style of library management has been created in order to allow software to keep pace with the incredible rate of hardware advancement inherent in Moore’s Law. ATLAS is the application of this new paradigm to linear algebra software, with the present emphasis on the basic linear algebra subprograms, a widely used, performance-critical, linear algebra kernel library Homepage: http://math-atlas.sourceforge.net/ Keywords: orms Related Software: LAPACK; BLAS; PHiPAC; FFTW; ScaLAPACK; Matlab; OSKI; SPIRAL; mctoolbox; SparseMatrix; GEMM; MKL; FLAME; CUDA; PLAPACK; LINPACK; EISPACK; R; OpenBLAS; GotoBLAS Cited in: 183 Publications This software is also referenced in ORMS. Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Automated empirical optimizations of software and the ATLAS project. Zbl 0971.68033Clint Whaley, R.; Petitet, A.; Dongarra, J. J. 2001 all top 5 Cited by 398 Authors 9 Dongarra, Jack J. 8 van de Geijn, Robert Alexander 6 Gustavson, Fred G. 5 Demmel, James Weldon 5 Gunnels, John A. 4 Padua, David A. 4 Rauber, Thomas Walter 4 Toledo, Sivan 3 Andersen, Bjarne Stig 3 Bientinesi, Paolo 3 D’Alberto, Paolo 3 Dumas, Jean-Guillaume 3 Henry, Greg M. 3 Kågström, Bo 3 Kennedy, Ken 3 Kirby, Robert C. 3 Korch, Matthias 3 Kowarschik, Markus 3 O’Boyle, Michael F. P. 3 Quintana-Ortí, Enrique S. 3 Waśniewski, Jerzy 3 Weiß, Christian H. 3 Whaley, R. Clint 2 Anjos, Miguel F. 2 Ashby, Thomas J. 2 Bader, Michael 2 Bilardi, Gianfranco 2 Bisseling, Rob H. 2 Carette, Jacques 2 Castaldo, Anthony M. 2 Fabregat-Traver, Diego 2 Fagg, Graham E. 2 Garzaran, Maria-Jesus 2 Gautier, Thierry 2 Greengard, Leslie F. 2 Hida, Yozo 2 Ho, Kenneth L. 2 Imamura, Toshiyuki 2 Irony, Dror 2 Jessup, Elizabeth R. 2 Jonsson, Isak 2 Katagiri, Takahiro 2 Kennedy, Anthony D. 2 Kiselyov, Oleg 2 Kressner, Daniel 2 Logg, Anders 2 López-Espín, Jose J. 2 Low, Tze Meng 2 Luszczek, Piotr 2 Naono, Ken 2 Nicolau, Alexandru 2 Norris, Boyana 2 Ogita, Takeshi 2 Oishi, Shin’ichi 2 Pernet, Clément 2 Rüde, Ulrich 2 Rünger, Gudula 2 Scott, Larkin Ridgway 2 Siek, Jeremy G. 2 Storjohann, Arne 2 Überhuber, Christoph W. 2 Van Zee, Field Garritt 2 Vuduc, Richard W. 2 Yzelman, Albert-Jan N. 2 Zenger, Christoph 1 Aberdeen, Douglas 1 Adams, Jeffrey David 1 Adelmann, Andreas 1 Adve, Vikram S. 1 Albersmeyer, Jan 1 Almási, Gheorghe 1 Amestoy, Patrick R. 1 Anderson, Amos G. 1 Aparicio, Juan Pablo 1 Assam, Ashwani 1 Audet, Charles 1 Bailey, David Harold 1 Barchini, Leticia 1 Bard, Gregory V. 1 Bates, Timothy C. 1 Baumgartner, Gerald 1 Baxter, Jonathan 1 Beckmann, Olav 1 Belter, Geoffrey 1 Bender, Michael A. 1 Bernholdt, David E. 1 Bilmes, Jeff A. 1 Bingham, Harry B. 1 Boisvert, Ronald F. 1 Boker, Steven M. 1 Bonelli, Andreas 1 Borrell, Ricard 1 Bouchard-Côté, Alexandre 1 Bowers, Kevin J. 1 Boyd, Stephen Poythress 1 Brčić, Stanko V. 1 Bredenstein, A. 1 Brick, Timothy R. 1 Bridson, Robert 1 Broom, Bradley M. ...and 298 more Authors all top 5 Cited in 60 Serials 20 ACM Transactions on Mathematical Software 16 SIAM Journal on Scientific Computing 6 Journal of Computational Physics 5 Journal of Computational and Applied Mathematics 4 Science of Computer Programming 4 Concurrency and Computation: Practice & Experience 3 Theoretical Computer Science 3 Parallel Computing 3 Journal of Parallel and Distributed Computing 3 Applicable Algebra in Engineering, Communication and Computing 2 Computers and Fluids 2 Computer Physics Communications 2 Applied Mathematics and Computation 2 SIAM Journal on Matrix Analysis and Applications 2 FGCS. Future Generation Computer Systems 2 The Journal of Supercomputing 2 Numerical Algorithms 2 SIAM Review 2 Numerical Linear Algebra with Applications 2 Theory of Computing Systems 2 Mathematical Programming Computation 1 Computers & Mathematics with Applications 1 Journal of Engineering Mathematics 1 Psychometrika 1 Mathematics of Computation 1 Bulletin of Mathematical Biology 1 Computing 1 Journal of the American Statistical Association 1 Mathematics and Computers in Simulation 1 Moscow University Computational Mathematics and Cybernetics 1 Journal of Complexity 1 Algorithmica 1 International Journal of Parallel Programming 1 Computers & Operations Research 1 Computational Mechanics 1 Japan Journal of Industrial and Applied Mathematics 1 International Journal of Foundations of Computer Science 1 Journal of Non-Newtonian Fluid Mechanics 1 Linear Algebra and its Applications 1 SIAM Journal on Optimization 1 Computational Economics 1 ETNA. Electronic Transactions on Numerical Analysis 1 Reliable Computing 1 The Journal of Fourier Analysis and Applications 1 INFORMS Journal on Computing 1 Transformation Groups 1 Multibody System Dynamics 1 Optimization Methods & Software 1 Journal of High Energy Physics 1 IEEE Annals of the History of Computing 1 Archives of Computational Methods in Engineering 1 Theory and Practice of Logic Programming 1 Journal of Machine Learning Research (JMLR) 1 Information 1 ACM Journal of Experimental Algorithmics 1 International Journal of Computational Methods 1 EURASIP Journal on Wireless Communications and Networking 1 Pure and Applied Mathematics Quarterly 1 Advances in Operations Research 1 Journal of Agricultural, Biological, and Environmental Statistics all top 5 Cited in 30 Fields 105 Numerical analysis (65-XX) 74 Computer science (68-XX) 11 Fluid mechanics (76-XX) 11 Operations research, mathematical programming (90-XX) 10 Linear and multilinear algebra; matrix theory (15-XX) 9 Partial differential equations (35-XX) 6 Combinatorics (05-XX) 4 Statistics (62-XX) 4 Information and communication theory, circuits (94-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 Number theory (11-XX) 2 Field theory and polynomials (12-XX) 2 Topological groups, Lie groups (22-XX) 2 Ordinary differential equations (34-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Mechanics of particles and systems (70-XX) 2 Quantum theory (81-XX) 2 Biology and other natural sciences (92-XX) 1 History and biography (01-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Nonassociative rings and algebras (17-XX) 1 Group theory and generalizations (20-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Operator theory (47-XX) 1 Algebraic topology (55-XX) 1 Mechanics of deformable solids (74-XX) 1 Optics, electromagnetic theory (78-XX) 1 Geophysics (86-XX) Citations by Year