Stanimire Tomov

182 papers A* 1A 16B 6C 8Misc 12Journal 66Unranked 67

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Batched sparse and mixed-precision linear algebra interface for efficient use of GPU hardware accelerators in scientific applications. Future Gener. Comput. Syst. Piotr Luszczek, Ahmad Abdelfattah, Hartwig Anzt, Atsushi Suzuki, Stanimire Tomov
2024	—	`conf`	Implementing Single-precision and Half-precision Tensor Operations. PEARC Kristina Wilson, Clifford Li, Hon Man Lau, Kwai Wong, Stanimire Tomov
2024	—	`conf`	PyMAGMA: A Python Interface for MAGMA. PEARC Julian Halloy, Stephen Qiu, Stanimire Tomov, Kwai Wong
2024	—	`conf`	Using Graph Neural Networks to Predict Gene-Autoimmune Disease Associations. PEARC Noah Dahle, Meghan Kwon, Kwai Wong, Stanimire Tomov
2023	—	`conf`	GPU-based LU Factorization and Solve on Batches of Matrices with Band Structure. SC Workshops Ahmad Abdelfattah, Stanimire Tomov, Piotr Luszczek, Hartwig Anzt, Jack J. Dongarra
2023	A	`conf`	PAQR: Pivoting Avoiding QR factorization. IPDPS Wissam M. Sid-Lakhdar, Sébastien Cayrols, Daniel Bielich, Ahmad Abdelfattah, Piotr Luszczek, Mark Gates, Stanimire Tomov, Hans Johansen, David B. Williams-Young, Timothy A. Davis, Jack J. Dongarra, Hartwig Anzt
2022	A	`conf`	Addressing Irregular Patterns of Matrix Computations on GPUs and Their Impact on Applications Powered by Sparse Direct Solvers. SC Ahmad Abdelfattah, Pieter Ghysels, Wajih Boukaram, Stanimire Tomov, Xiaoye Sherry Li, Jack J. Dongarra
2022	—	`conf`	Extending MAGMA Portability with OneAPI. WACCPD@SC Anna Fortenberry, Stanimire Tomov
2022	A*	`conf`	GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision. CVPR Chiang-Heng Chien, Hongyi Fan, Ahmad Abdelfattah, Elias P. Tsigaridas, Stanimire Tomov, Benjamin B. Kimia
2022	C	`conf`	Lossy all-to-all exchange for accelerating parallel 3-D FFTs on hybrid architectures with GPUs. CLUSTER Sébastien Cayrols, Jiali Li, George Bosilca, Stanimire Tomov, Alan Ayala, Jack J. Dongarra
2021	—	`conf`	A More Portable HeFFTe: Implementing a Fallback Algorithm for Scalable Fourier Transforms. HPEC Daniel Sharp, Miroslav Stoyanov, Stanimire Tomov, Jack J. Dongarra
2021	J	`jnl`	A Set of Batched Basic Linear Algebra Subprograms and LAPACK Routines. ACM Trans. Math. Softw. Ahmad Abdelfattah, Timothy B. Costa, Jack J. Dongarra, Mark Gates, Azzam Haidar, Sven Hammarling, Nicholas J. Higham, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Mawussi Zounon
2021	J	`jnl`	A survey of numerical linear algebra methods utilizing mixed-precision arithmetic. Int. J. High Perform. Comput. Appl. Ahmad Abdelfattah, Hartwig Anzt, Erik G. Boman, Erin Carson, Terry Cojean, Jack J. Dongarra, Alyson Fox, Mark Gates, Nicholas J. Higham, Xiaoye S. Li, Jennifer A. Loe, Piotr Luszczek, Srikara Pranesh, Siva Rajamanickam, Tobias Ribizel, Barry F. Smith, Kasia Swirydowicz, Stephen J. Thomas, Stanimire Tomov, Yaohung M. Tsai, Ulrike Meier Yang
2021	J	`jnl`	Efficient Exascale Discretizations: High-Order Finite Element Methods. CoRR Tzanio V. Kolev, Paul F. Fischer, Misun Min, Jack J. Dongarra, Jed Brown, Veselin Dobrev, Tim Warburton, Stanimire Tomov, Mark S. Shephard, Ahmad Abdelfattah, Valeria Barra, Natalie Beams, Jean-Sylvain Camier, Noel Chalmers, Yohann Dudouit, Ali Karakus, Ian Karlin, Stefan Kerkemeier, Yu-Hsiang Lan, David S. Medina, Elia Merzari, Aleksandr Obabko, Will Pazner, Thilina Rathnayake, Cameron W. Smith, Lukas Spies, Kasia Swirydowicz, Jeremy L. Thompson, Ananias Tomboulides, Vladimir Z. Tomov
2021	J	`jnl`	Efficient exascale discretizations: High-order finite element methods. Int. J. High Perform. Comput. Appl. Tzanio V. Kolev, Paul F. Fischer, Misun Min, Jack J. Dongarra, Jed Brown, Veselin Dobrev, Tim Warburton, Stanimire Tomov, Mark S. Shephard, Ahmad Abdelfattah, Valeria Barra, Natalie Beams, Jean-Sylvain Camier, Noel Chalmers, Yohann Dudouit, Ali Karakus, Ian Karlin, Stefan Kerkemeier, Yu-Hsiang Lan, David S. Medina, Elia Merzari, Aleksandr Obabko, Will Pazner, Thilina Rathnayake, Cameron W. Smith, Lukas Spies, Kasia Swirydowicz, Jeremy L. Thompson, Ananias Tomboulides, Vladimir Z. Tomov
2021	J	`jnl`	Exploiting Block Structures of KKT Matrices for Efficient Solution of Convex Optimization Problems. IEEE Access Zafar Iqbal, Saeid Nooshabadi, Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2021	J	`jnl`	GPU Algorithms for Efficient Exascale Discretizations. CoRR Ahmad Abdelfattah, Valeria Barra, Natalie Beams, Ryan Bleile, Jed Brown, Jean-Sylvain Camier, Robert Carson, Noel Chalmers, Veselin Dobrev, Yohann Dudouit, Paul F. Fischer, Ali Karakus, Stefan Kerkemeier, Tzanio V. Kolev, Yu-Hsiang Lan, Elia Merzari, Misun Min, Malachi Phillips, Thilina Rathnayake, Robert N. Rieben, Thomas Stitt, Ananias Tomboulides, Stanimire Tomov, Vladimir Z. Tomov, Arturo Vargas, Tim Warburton, Kenneth Weiss
2021	J	`jnl`	GPU algorithms for Efficient Exascale Discretizations. Parallel Comput. Ahmad Abdelfattah, Valeria Barra, Natalie Beams, Ryan Bleile, Jed Brown, Jean-Sylvain Camier, Robert Carson, Noel Chalmers, Veselin Dobrev, Yohann Dudouit, Paul F. Fischer, Ali Karakus, Stefan Kerkemeier, Tzanio V. Kolev, Yu-Hsiang Lan, Elia Merzari, Misun Min, Malachi Phillips, Thilina Rathnayake, Robert N. Rieben, Thomas Stitt, Ananias Tomboulides, Stanimire Tomov, Vladimir Z. Tomov, Arturo Vargas, Tim Warburton, Kenneth Weiss
2021	J	`jnl`	GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision. CoRR Chiang-Heng Chien, Hongyi Fan, Ahmad Abdelfattah, Elias P. Tsigaridas, Stanimire Tomov, Benjamin B. Kimia
2021	B	`conf`	Scalability Issues in FFT Computation. PaCT Alan Ayala, Stanimire Tomov, Miroslav Stoyanov, Jack J. Dongarra
2021	J	`jnl`	Translational process: Mathematical software perspective. J. Comput. Sci. Jack J. Dongarra, Mark Gates, Piotr Luszczek, Stanimire Tomov
2020	J	`jnl`	A Survey of Numerical Methods Utilizing Mixed Precision Arithmetic. CoRR Ahmad Abdelfattah, Hartwig Anzt, Erik G. Boman, Erin Carson, Terry Cojean, Jack J. Dongarra, Mark Gates, Thomas Grützmacher, Nicholas J. Higham, Xiaoye Sherry Li, Neil Lindquist, Yang Liu, Jennifer A. Loe, Piotr Luszczek, Pratik Nayak, Srikara Pranesh, Sivasankaran Rajamanickam, Tobias Ribizel, Barry Smith, Kasia Swirydowicz, Stephen J. Thomas, Stanimire Tomov, Yaohung M. Tsai, Ichitaro Yamazaki, Ulrike Meier Yang
2020	—	`conf`	Asynchronous SGD for DNN training on Shared-memory Parallel Architectures. IPDPS Workshops Florent Lopez, Edmond Chow, Stanimire Tomov, Jack J. Dongarra
2020	—	`conf`	Design, Optimization, and Benchmarking of Dense Linear Algebra Algorithms on AMD GPUs. HPEC Cade Brown, Ahmad Abdelfattah, Stanimire Tomov, Jack J. Dongarra
2020	B	`conf`	Integrating Deep Learning in Domain Sciences at Exascale. SMC Rick Archibald, Edmond Chow, Eduardo F. D'Azevedo, Jack J. Dongarra, Markus Eisenbach, Rocco Febbo, Florent Lopez, Daniel Nichols, Stanimire Tomov, Kwai Wong, Junqi Yin
2020	J	`jnl`	Integrating Deep Learning in Domain Sciences at Exascale. CoRR Rick Archibald, Edmond Chow, Eduardo F. D'Azevedo, Jack J. Dongarra, Markus Eisenbach, Rocco Febbo, Florent Lopez, Daniel Nichols, Stanimire Tomov, Kwai Wong, Junqi Yin
2020	J	`jnl`	Load-balancing Sparse Matrix Vector Product Kernels on GPUs. ACM Trans. Parallel Comput. Hartwig Anzt, Terry Cojean, Chen Yen-Chen, Jack J. Dongarra, Goran Flegar, Pratik Nayak, Stanimire Tomov, Yuhsiang M. Tsai, Weichung Wang
2020	J	`jnl`	MAGMA templates for scalable linear algebra on emerging architectures. Int. J. High Perform. Comput. Appl. Mohammed A. Al Farhan, Ahmad Abdelfattah, Stanimire Tomov, Mark Gates, Dalal Sukkari, Azzam Haidar, Robert Rosenberg, Jack J. Dongarra
2020	J	`jnl`	Matrix multiplication on batches of small matrices in half and half-complex precisions. J. Parallel Distributed Comput. Ahmad Abdelfattah, Stanimire Tomov, Jack J. Dongarra
2020	J	`jnl`	Reducing the amount of out-of-core data access for GPU-accelerated randomized SVD. Concurr. Comput. Pract. Exp. Yuechao Lu, Ichitaro Yamazaki, Fumihiko Ino, Yasuyuki Matsushita, Stanimire Tomov, Jack J. Dongarra
2020	—	`conf`	heFFTe: Highly Efficient FFT for Exascale. ICCS (1) Alan Ayala, Stanimire Tomov, Azzam Haidar, Jack J. Dongarra
2019	J	`jnl`	Algorithms and optimization techniques for high-performance matrix-matrix multiplications of very small matrices. Parallel Comput. Ian Masliah, Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Marc Baboulin, Joël Falcou, Jack J. Dongarra
2019	J	`jnl`	Evaluation of directive-based performance portable programming models. Int. J. High Perform. Comput. Netw. M. Graham Lopez, Wayne Joubert, Verónica G. Vergara Larrea, Oscar R. Hernandez, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2019	A	`conf`	Fast Batched Matrix Multiplication for Small Sizes Using Half-Precision Arithmetic on GPUs. IPDPS Ahmad Abdelfattah, Stanimire Tomov, Jack J. Dongarra
2019	—	`conf`	Hands-On Research and Training in High Performance Data Sciences, Data Analytics, and Machine Learning for Emerging Environments. ISC Workshops Kwai Wong, Stanimire Tomov, Jack J. Dongarra
2019	J	`jnl`	Investigating power capping toward energy-efficient scientific applications. Concurr. Comput. Pract. Exp. Azzam Haidar, Heike Jagode, Phil Vaccaro, Asim YarKhan, Stanimire Tomov, Jack J. Dongarra
2019	—	`conf`	MagmaDNN: Accelerated Deep Learning Using MAGMA. PEARC Daniel Nichols, Kwai Wong, Stanimire Tomov, Lucien Ng, Sihan Chen, Alex Gessinger
2019	—	`conf`	MagmaDNN: Towards High-Performance Data Analytics and Machine Learning for Data-Driven Scientific Computing. ISC Workshops Daniel Nichols, Nathalie-Sofia Tomov, Frank Betancourt, Stanimire Tomov, Kwai Wong, Jack J. Dongarra
2019	—	`conf`	Progressive Optimization of Batched LU Factorization on GPUs. HPEC Ahmad Abdelfattah, Stanimire Tomov, Jack J. Dongarra
2019	J	`jnl`	Solving Linear Diophantine Systems on Parallel Architectures. IEEE Trans. Parallel Distributed Syst. Dmitry Zaitsev, Stanimire Tomov, Jack J. Dongarra
2019	—	`conf`	Towards Half-Precision Computation for Complex Matrices: A Case Study for Mixed Precision Solvers on GPUs. ScalA@SC Ahmad Abdelfattah, Stanimire Tomov, Jack J. Dongarra
2019	—	`conf`	openDIEL: A Parallel Workflow Engine and Data Analytics Framework. PEARC Frank Betancourt, Kwai Wong, Efosa Asemota, Quindell Marshall, Daniel Nichols, Stanimire Tomov
2018	J	`jnl`	A Guide for Achieving High Performance with Very Small Matrices on GPU: A Case Study of Batched LU and Cholesky Factorizations. IEEE Trans. Parallel Distributed Syst. Azzam Haidar, Ahmad Abdelfattah, Mawussi Zounon, Stanimire Tomov, Jack J. Dongarra
2018	J	`jnl`	Accelerating the SVD bi-diagonalization of a batch of small matrices using GPUs. J. Comput. Sci. Tingxing Dong, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2018	J	`jnl`	Accelerating the SVD two stage bidiagonal reduction and divide and conquer using GPUs. Parallel Comput. Mark Gates, Stanimire Tomov, Jack J. Dongarra
2018	J	`jnl`	Analysis and Design Techniques towards High-Performance and Energy-Efficient Dense Linear Solvers on GPUs. IEEE Trans. Parallel Distributed Syst. Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2018	J	`jnl`	Batched one-sided factorizations of tiny matrices using GPUs: Challenges and countermeasures. J. Comput. Sci. Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2018	A	`conf`	Harnessing GPU tensor cores for fast FP16 arithmetic to speed up mixed-precision iterative refinement solvers. SC Azzam Haidar, Stanimire Tomov, Jack J. Dongarra, Nicholas J. Higham
2018	J	`jnl`	On Deep Neural Networks for Detecting Heart Disease. CoRR Nathalie-Sofia Tomov, Stanimire Tomov
2018	—	`conf`	Optimizing GPU Kernels for Irregular Batch Workloads: A Case Study for Cholesky Factorization. HPEC Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2018	—	`conf`	Optimizing the Fast Fourier Transform Using Mixed Precision on Tensor Core Hardware. HiPC Workshops Anumeena Sorna, Xiaohe Cheng, Eduardo F. D'Azevedo, Kwai Wong, Stanimire Tomov
2018	A	`conf`	Performance of Hierarchical-matrix BiCGStab Solver on GPU Clusters. IPDPS Ichitaro Yamazaki, Ahmad Abdelfattah, Akihiro Ida, Satoshi Ohshima, Stanimire Tomov, Rio Yokota, Jack J. Dongarra
2018	—	`conf`	The Design of Fast and Energy-Efficient Linear Solvers: On the Potential of Half-Precision Arithmetic and Iterative Refinement Techniques. ICCS (1) Azzam Haidar, Ahmad Abdelfattah, Mawussi Zounon, Panruo Wu, Srikara Pranesh, Stanimire Tomov, Jack J. Dongarra
2018	J	`jnl`	The Singular Value Decomposition: Anatomy of Optimizing an Algorithm for Extreme Scale. SIAM Rev. Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki
2017	C	`conf`	A Framework for Out of Memory SVD Algorithms. ISC Khairul Kabir, Azzam Haidar, Stanimire Tomov, Aurélien Bouteiller, Jack J. Dongarra
2017	—	`ch.`	Bringing High Performance Computing to Big Data Algorithms. Handbook of Big Data Technologies Hartwig Anzt, Jack J. Dongarra, Mark Gates, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki
2017	Misc	`conf`	Factorization and Inversion of a Million Matrices using GPUs: Challenges and Countermeasures. ICCS Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2017	J	`jnl`	Fast Cholesky factorization on GPUs for batch and native modes in MAGMA. J. Comput. Sci. Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2017	—	`conf`	High-performance Cholesky factorization for GPU-only execution. GPGPU@PPoPP Azzam Haidar, Ahmad Abdelfattah, Stanimire Tomov, Jack J. Dongarra
2017	—	`conf`	Investigating half precision arithmetic to accelerate dense linear system solvers. ScalA@SC Azzam Haidar, Panruo Wu, Stanimire Tomov, Jack J. Dongarra
2017	J	`jnl`	Non-GPU-resident symmetric indefinite factorization. Concurr. Comput. Pract. Exp. Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2017	A	`conf`	Novel HPC techniques to batch execution of many variable size BLAS computations on GPUs. ICS Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2017	J	`jnl`	On the performance and energy efficiency of sparse linear algebra on GPUs. Int. J. High Perform. Comput. Appl. Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra
2017	Misc	`conf`	Optimizing the SVD Bidiagonalization Process for a Batch of Small Matrices. ICCS Tingxing Dong, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2017	—	`conf`	Out of memory SVD solver for big data. HPEC Azzam Haidar, Khairul Kabir, Diana Fayad, Stanimire Tomov, Jack J. Dongarra
2017	—	`conf`	Power-aware computing: Measurement, control, and performance analysis for Intel Xeon Phi. HPEC Azzam Haidar, Heike Jagode, Asim YarKhan, Phil Vaccaro, Stanimire Tomov, Jack J. Dongarra
2017	—	`conf`	Sampling algorithms to update truncated SVD. IEEE BigData Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2017	J	`jnl`	Solving dense symmetric indefinite systems using GPUs. Concurr. Comput. Pract. Exp. Marc Baboulin, Jack J. Dongarra, Adrien Rémy, Stanimire Tomov, Ichitaro Yamazaki
2017	J	`jnl`	Structure-Aware Linear Solver for Realtime Convex Optimization for Embedded Systems. IEEE Embed. Syst. Lett. Ichitaro Yamazaki, Saeid Nooshabadi, Stanimire Tomov, Jack J. Dongarra
2017	J	`jnl`	With Extreme Computing, the Rules Have Changed. Comput. Sci. Eng. Jack J. Dongarra, Stanimire Tomov, Piotr Luszczek, Jakub Kurzak, Mark Gates, Ichitaro Yamazaki, Hartwig Anzt, Azzam Haidar, Ahmad Abdelfattah
2016	—	`conf`	Heterogeneous Streaming. IPDPS Workshops Chris J. Newburn, Gaurav Bansal, Michael Wood, Luis Crivelli, Judit Planas, Alejandro Duran, Paulo Souza, Leonardo Borges, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra, Hartwig Anzt, Mark Gates, Azzam Haidar, Yulu Jia, Khairul Kabir, Ichitaro Yamazaki, Jesús Labarta
2016	—	`conf`	High-Performance Matrix-Matrix Multiplications of Very Small Matrices. Euro-Par Ian Masliah, Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Marc Baboulin, Joël Falcou, Jack J. Dongarra
2016	Misc	`conf`	High-Performance Tensor Contractions for GPUs. ICCS Ahmad Abdelfattah, Marc Baboulin, Veselin Dobrev, Jack J. Dongarra, Christopher W. Earl, Joel Falcou, Azzam Haidar, Ian Karlin, Tzanio V. Kolev, Ian Masliah, Stanimire Tomov
2016	—	`conf`	LU, QR, and Cholesky factorizations: Programming model, performance analysis and optimization techniques for the Intel Knights Landing Xeon Phi. HPEC Azzam Haidar, Stanimire Tomov, Konstantin Arturov, Murat Efe Guney, Shane Story, Jack J. Dongarra
2016	J	`jnl`	Linear algebra software for large-scale accelerated multicore computing. Acta Numer. Ahmad Abdelfattah, Hartwig Anzt, Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki, Asim YarKhan
2016	—	`conf`	On the Development of Variable Size Batched Computation for Heterogeneous Parallel Architectures. IPDPS Workshops Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2016	Misc	`conf`	Performance Tuning and Optimization Techniques of Fixed and Variable Size Batched Cholesky Factorization on GPUs. ICCS Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2016	—	`conf`	Performance analysis and acceleration of explicit integration for large kinetic networks using batched GPU computations. HPEC Azzam Haidar, Benjamin Brock, Stanimire Tomov, Michael Guidry, Jay Jay Billings, Daniel Shyles, Jack J. Dongarra
2016	C	`conf`	Performance, Design, and Autotuning of Batched GEMM for GPUs. ISC Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2016	J	`jnl`	Stability and Performance of Various Singular Value QR Implementations on Multicore CPU with a GPU. ACM Trans. Math. Softw. Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2016	—	`conf`	Towards Achieving Performance Portability Using Directives for Accelerators. WACCPD@SC M. Graham Lopez, Verónica G. Vergara Larrea, Wayne Joubert, Oscar R. Hernandez, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2015	C	`conf`	A Framework for Batched and GPU-Resident Factorization Algorithms Applied to Block Householder Transformations. ISC Azzam Haidar, Tingxing Tim Dong, Stanimire Tomov, Piotr Luszczek, Jack J. Dongarra
2015	—	`conf`	Accelerating the LOBPCG method on GPUs using a blocked sparse matrix vector product. SpringSim (HPS) Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra
2015	J	`jnl`	Acceleration of GPU-based Krylov solvers via data transfer reduction. Int. J. High Perform. Comput. Appl. Hartwig Anzt, Stanimire Tomov, Piotr Luszczek, William B. Sawyer, Jack J. Dongarra
2015	J	`jnl`	Computing Low-Rank Approximation of a Dense Matrix on Multicore CPUs with a GPU and Its Application to Solving a Hierarchically Semiseparable Linear System of Equations. Sci. Program. Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2015	—	`conf`	Dense Symmetric Indefinite Factorization on GPU Accelerated Architectures. PPAM (1) Marc Baboulin, Jack J. Dongarra, Adrien Rémy, Stanimire Tomov, Ichitaro Yamazaki
2015	A	`conf`	Efficient implementation of quantum materials simulations on distributed CPU-GPU systems. SC Raffaele Solcà, Anton Kozhevnikov, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra, Thomas C. Schulthess
2015	—	`conf`	Energy efficiency and performance frontiers for sparse computations on GPU supercomputers. PMAM@PPoPP Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra
2015	—	`conf`	Flexible Linear Algebra Development and Scheduling with Cholesky Factorization. HPCC/CSS/ICESS Azzam Haidar, Asim YarKhan, Chongxiao Cao, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2015	J	`jnl`	HPC Programming on Intel Many-Integrated-Core Hardware with MAGMA Port to Xeon Phi. Sci. Program. Jack J. Dongarra, Mark Gates, Azzam Haidar, Yulu Jia, Khairul Kabir, Piotr Luszczek, Stanimire Tomov
2015	—	`conf`	MAGMA embedded: Towards a dense linear algebra library for energy efficient extreme computing. HPEC Azzam Haidar, Stanimire Tomov, Piotr Luszczek, Jack J. Dongarra
2015	J	`jnl`	Mixed-Precision Cholesky QR Factorization and Its Case Studies on Multicore CPU with Multiple GPUs. SIAM J. Sci. Comput. Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2015	—	`conf`	Mixed-precision block gram Schmidt orthogonalization. ScalA@SC Ichitaro Yamazaki, Stanimire Tomov, Jakub Kurzak, Jack J. Dongarra, Jesse L. Barlow
2015	C	`conf`	On the Design, Development, and Analysis of Optimized Matrix-Vector Multiplication Routines for Coprocessors. ISC Khairul Kabir, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2015	—	`conf`	Optimization for performance and energy for batched matrix computations on GPUs. GPGPU@PPoPP Azzam Haidar, Tingxing Dong, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2015	J	`jnl`	Parallel Programming Models for Dense Linear Algebra on Heterogeneous Systems. Supercomput. Front. Innov. Jack J. Dongarra, Maksims Abalenkovs, Ahmad Abdelfattah, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki, Asim YarKhan
2015	Misc	`conf`	Performance Analysis and Optimisation of Two-sided Factorization Algorithms for Heterogeneous Platform. ICCS Khairul Kabir, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2015	—	`conf`	Performance analysis and design of a hessenberg reduction using stabilized blocked elementary transformations for new architectures. SpringSim (HPS) Khairul Kabir, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2015	A	`conf`	Performance of random sampling for computing low-rank approximations of a dense matrix on GPUs. SC Théo Mary, Ichitaro Yamazaki, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2015	B	`conf`	Towards batched linear solvers on accelerated hardware platforms. PPoPP Azzam Haidar, Tingxing Dong, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2015	—	`conf`	Weighted dynamic scheduling with many parallelism grains for offloading of numerical workloads to multiple varied accelerators. ScalA@SC Azzam Haidar, Yulu Jia, Piotr Luszczek, Stanimire Tomov, Asim YarKhan, Jack J. Dongarra
2014	B	`conf`	A Fast Batched Cholesky Factorization on a GPU. ICPP Tingxing Dong, Azzam Haidar, Stanimire Tomov, Jack J. Dongarra
2014	A	`conf`	A Step towards Energy Efficient Computing: Redesigning a Hydrodynamic Application on CPU-GPU. IPDPS Tingxing Dong, Veselin Dobrev, Tzanio V. Kolev, Robert N. Rieben, Stanimire Tomov, Jack J. Dongarra
2014	J	`jnl`	A novel hybrid CPU-GPU generalized eigensolver for electronic structure calculations based on fine-grained memory aware tasks. Int. J. High Perform. Comput. Appl. Azzam Haidar, Stanimire Tomov, Jack J. Dongarra, Raffaele Solcà, Thomas C. Schulthess
2014	—	`ch.`	Accelerating Numerical Dense Linear Algebra Calculations with GPUs. Numerical Computations with GPUs Jack J. Dongarra, Mark Gates, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki
2014	—	`conf`	Access-averse framework for computing low-rank matrix approximations. IEEE BigData Ichitaro Yamazaki, Théo Mary, Jakub Kurzak, Stanimire Tomov, Jack J. Dongarra
2014	—	`conf`	Deflation strategies to improve the convergence of communication-avoiding GMRES. ScalA@SC Ichitaro Yamazaki, Stanimire Tomov, Jack J. Dongarra
2014	A	`conf`	Domain Decomposition Preconditioners for Communication-Avoiding Krylov Methods on a Hybrid CPU/GPU Cluster. SC Ichitaro Yamazaki, Sivasankaran Rajamanickam, Erik G. Boman, Mark Hoemmen, Michael A. Heroux, Stanimire Tomov
2014	—	`conf`	Dynamically Balanced Synchronization-Avoiding LU Factorization with Multicore and GPUs. IPDPS Workshops Simplice Donfack, Stanimire Tomov, Jack J. Dongarra
2014	—	`conf`	Heterogenous Acceleration for Linear Algebra in Multi-coprocessor Environments. VECPAR Azzam Haidar, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2014	—	`conf`	Hybrid Multi-elimination ILU Preconditioners on GPUs. IPDPS Workshops Dimitar Lukarski, Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra
2014	A	`conf`	Improving the Performance of CA-GMRES on Multicores with Multiple GPUs. IPDPS Ichitaro Yamazaki, Hartwig Anzt, Stanimire Tomov, Mark Hoemmen, Jack J. Dongarra
2014	—	`conf`	LU Factorization of Small Matrices: Accelerating Batched DGETRF on the GPU. HPCC/CSS/ICESS Tingxing Dong, Azzam Haidar, Piotr Luszczek, James Austin Harris, Stanimire Tomov, Jack J. Dongarra
2014	—	`conf`	Mixed-Precision Orthogonalization Scheme and Adaptive Step Size for Improving the Stability and Performance of CA-GMRES on GPUs. VECPAR Ichitaro Yamazaki, Stanimire Tomov, Tingxing Dong, Jack J. Dongarra
2014	J	`jnl`	Model-Driven One-Sided Factorizations on Multicore Accelerated Systems. Supercomput. Front. Innov. Jack J. Dongarra, Azzam Haidar, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Asim YarKhan
2014	—	`conf`	Optimizing Krylov Subspace Solvers on Graphics Processing Units. IPDPS Workshops Hartwig Anzt, William B. Sawyer, Stanimire Tomov, Piotr Luszczek, Ichitaro Yamazaki, Jack J. Dongarra
2014	—	`conf`	Performance and portability with OpenCL for throughput-oriented HPC workloads across accelerators, coprocessors, and multicore processors. ScalA@SC Chongxiao Cao, Mark Gates, Azzam Haidar, Piotr Luszczek, Stanimire Tomov, Ichitaro Yamazaki, Jack J. Dongarra
2014	—	`conf`	Self-adaptive Multiprecision Preconditioners on Multicore and Manycore Architectures. VECPAR Hartwig Anzt, Dimitar Lukarski, Stanimire Tomov, Jack J. Dongarra
2014	J	`jnl`	Tridiagonalization of a dense symmetric matrix on multiple GPUs and its application to symmetric eigenvalue problems. Concurr. Comput. Pract. Exp. Ichitaro Yamazaki, Tingxing Dong, Raffaele Solcà, Stanimire Tomov, Jack J. Dongarra, Thomas C. Schulthess
2014	A	`conf`	Unified Development for Mixed Multi-GPU and Multi-coprocessor Environments Using a Lightweight Runtime Environment. IPDPS Azzam Haidar, Chongxiao Cao, Asim YarKhan, Piotr Luszczek, Stanimire Tomov, Khairul Kabir, Jack J. Dongarra
2014	—	`conf`	clMAGMA: high performance dense linear algebra with OpenCL. IWOCL Chongxiao Cao, Jack J. Dongarra, Peng Du, Mark Gates, Piotr Luszczek, Stanimire Tomov
2013	J	`jnl`	A block-asynchronous relaxation method for graphics processing units. J. Parallel Distributed Comput. Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra, Vincent Heuveline
2013	J	`jnl`	Accelerating Linear System Solutions Using Randomization Techniques. ACM Trans. Math. Softw. Marc Baboulin, Jack J. Dongarra, Julien Herrmann, Stanimire Tomov
2013	C	`conf`	Leading Edge Hybrid Multi-GPU Algorithms for Generalized Eigenproblems in Electronic Structure Calculations. ISC Azzam Haidar, Raffaele Solcà, Mark Gates, Stanimire Tomov, Thomas C. Schulthess, Jack J. Dongarra
2013	—	`conf`	Portable HPC Programming on Intel Many-Integrated-Core Hardware with MAGMA Port to Xeon Phi. PPAM (1) Jack J. Dongarra, Mark Gates, Azzam Haidar, Yulu Jia, Khairul Kabir, Piotr Luszczek, Stanimire Tomov
2013	J	`jnl`	Soft error resilient QR factorization for hybrid system with GPGPU. J. Comput. Sci. Peng Du, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2013	A	`conf`	Toward a scalable multi-GPU eigensolver via compute-intensive kernels and efficient communication. ICS Azzam Haidar, Mark Gates, Stanimire Tomov, Jack J. Dongarra
2013	—	`conf`	Tridiagonalization of a Symmetric Dense Matrix on a GPU Cluster. IPDPS Workshops Ichitaro Yamazaki, Tingxing Dong, Stanimire Tomov, Jack J. Dongarra
2012	—	`conf`	A Block-Asynchronous Relaxation Method for Graphics Processing Units. IPDPS Workshops Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra, Vincent Heuveline
2012	Misc	`conf`	A Class of Communication-avoiding Algorithms for Solving General Dense Linear Systems on CPU/GPU Parallel Machines. ICCS Marc Baboulin, Simplice Donfack, Jack J. Dongarra, Laura Grigori, Adrien Rémy, Stanimire Tomov
2012	J	`jnl`	A hybrid Hermitian general eigenvalue solver CoRR Raffaele Solcà, Thomas C. Schulthess, Azzam Haidar, Stanimire Tomov, Ichitaro Yamazaki, Jack J. Dongarra
2012	—	`conf`	Abstract: A Novel Hybrid CPU-GPU Generalized Eigensolver for Electronic Structure Calculations Based on Fine Grained Memory Aware Tasks. SC Companion Raffaele Solcà, Azzam Haidar, Stanimire Tomov, Thomas C. Schulthess, Jack J. Dongarra
2012	—	`conf`	Abstract: Matrices Over Runtime Systems at Exascale. SC Companion Emmanuel Agullo, George Bosilca, Bérenger Bramas, Cedric Castagnede, Olivier Coulaud, Eric Darve, Jack J. Dongarra, Mathieu Faverge, Nathalie Furmento, Luc Giraud, Xavier Lacoste, Julien Langou, Hatem Ltaief, Matthias Messner, Raymond Namyst, Pierre Ramet, Toru Takahashi, Samuel Thibault, Stanimire Tomov, Ichitaro Yamazaki
2012	J	`jnl`	Autotuning GEMM Kernels for the Fermi GPU. IEEE Trans. Parallel Distributed Syst. Jakub Kurzak, Stanimire Tomov, Jack J. Dongarra
2012	Misc	`conf`	Block-asynchronous Multigrid Smoothers for GPU-accelerated Systems. ICCS Hartwig Anzt, Stanimire Tomov, Mark Gates, Jack J. Dongarra, Vincent Heuveline
2012	—	`ch.`	Dense Linear Algebra on Accelerated Multicore Hardware. High-Performance Scientific Computing Jack J. Dongarra, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov
2012	J	`jnl`	Divide and Conquer on Hybrid GPU-Accelerated Multicore Systems. SIAM J. Sci. Comput. Christof Vömel, Stanimire Tomov, Jack J. Dongarra
2012	A	`conf`	Enabling and scaling matrix computations on heterogeneous multi-core and multi-GPU systems. ICS Fengguang Song, Stanimire Tomov, Jack J. Dongarra
2012	J	`jnl`	From CUDA to OpenCL: Towards a performance-portable solution for multi-platform GPU programming. Parallel Comput. Peng Du, Rick Weber, Piotr Luszczek, Stanimire Tomov, Gregory D. Peterson, Jack J. Dongarra
2012	Misc	`conf`	One-sided Dense Matrix Factorizations on a Multicore with Multiple GPU Accelerators. ICCS Ichitaro Yamazaki, Stanimire Tomov
2012	—	`conf`	Poster: A Novel Hybrid CPU-GPU Generalized Eigensolver for Electronic Structure Calculations Based on Fine Grained Memory Aware Tasks. SC Companion Raffaele Solcà, Azzam Haidar, Stanimire Tomov, Thomas C. Schulthess, Jack J. Dongarra
2012	—	`conf`	Poster: Matrices over Runtime Systems at Exascale. SC Companion Emmanuel Agullo, George Bosilca, Bérenger Bramas, Cedric Castagnede, Olivier Coulaud, Eric Darve, Jack J. Dongarra, Mathieu Faverge, Nathalie Furmento, Luc Giraud, Xavier Lacoste, Julien Langou, Hatem Ltaief, Matthias Messner, Raymond Namyst, Pierre Ramet, Toru Takahashi, Samuel Thibault, Stanimire Tomov, Ichitaro Yamazaki
2012	Misc	`conf`	Scalable Dense Linear Algebra on Heterogeneous Hardware. High Performance Computing Workshop (2) George Bosilca, Aurélien Bouteiller, Anthony Danalis, Thomas Hérault, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2012	—	`conf`	Weighted Block-Asynchronous Iteration on GPU-Accelerated Systems. Euro-Par Workshops Hartwig Anzt, Stanimire Tomov, Jack J. Dongarra, Vincent Heuveline
2011	—	`conf`	A Fully Empirical Autotuned Dense QR Factorization for Multicore Architectures. Euro-Par (2) Emmanuel Agullo, Jack J. Dongarra, Rajib Nath, Stanimire Tomov
2011	J	`jnl`	Fully Empirical Autotuned QR Factorization For Multicore Architectures CoRR Emmanuel Agullo, Jack J. Dongarra, Rajib Nath, Stanimire Tomov
2011	—	`conf`	Introduction. Euro-Par (2) Wolfgang Karl, Samuel Thibault, Stanimire Tomov, Taisuke Boku
2011	C	`conf`	LU factorization for accelerator-based systems. AICCSA Emmanuel Agullo, Cédric Augonnet, Jack J. Dongarra, Mathieu Faverge, Julien Langou, Hatem Ltaief, Stanimire Tomov
2011	A	`conf`	Optimizing symmetric dense matrix-vector multiplication on GPUs. SC Rajib Nath, Stanimire Tomov, Tingxing Dong, Jack J. Dongarra
2011	B	`conf`	Parallel Performance Measurement of Heterogeneous Parallel Systems with GPUs. ICPP Allen D. Malony, Scott Biersdorff, Sameer Shende, Heike Jagode, Stanimire Tomov, Guido Juckeland, Robert Dietrich, Duncan Poole, Christopher Lamb
2011	C	`conf`	Performance Portability of a GPU Enabled Factorization with the DAGuE Framework. CLUSTER George Bosilca, Aurélien Bouteiller, Thomas Hérault, Pierre Lemarinier, Narapat Ohm Saengpatsa, Stanimire Tomov, Jack J. Dongarra
2011	A	`conf`	QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators. IPDPS Emmanuel Agullo, Cédric Augonnet, Jack J. Dongarra, Mathieu Faverge, Hatem Ltaief, Samuel Thibault, Stanimire Tomov
2011	—	`conf`	Soft error resilient QR factorization for hybrid system with GPGPU. ScalA@SC Peng Du, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2010	—	`conf`	A Scalable High Performant Cholesky Factorization for Multicore with GPU Accelerators. VECPAR Hatem Ltaief, Stanimire Tomov, Rajib Nath, Peng Du, Jack J. Dongarra
2010	—	`conf`	Accelerating GPU Kernels for Dense Linear Algebra. VECPAR Rajib Nath, Stanimire Tomov, Jack J. Dongarra
2010	J	`jnl`	Accelerating the reduction to upper Hessenberg, tridiagonal, and bidiagonal forms through hybrid GPU-based computing. Parallel Comput. Stanimire Tomov, Rajib Nath, Jack J. Dongarra
2010	J	`jnl`	An Improved Magma Gemm For Fermi Graphics Processing Units. Int. J. High Perform. Comput. Appl. Rajib Nath, Stanimire Tomov, Jack J. Dongarra
2010	—	`ch.`	BLAS for GPUs. Scientific Computing with Multicore and Accelerators Rajib Nath, Stanimire Tomov, Jack J. Dongarra
2010	—	`ch.`	Dense Linear Algebra for Hybrid GPU-Based Systems. Scientific Computing with Multicore and Accelerators Stanimire Tomov, Jack J. Dongarra
2010	—	`conf`	Dense linear algebra solvers for multicore with GPU accelerators. IPDPS Workshops Stanimire Tomov, Rajib Nath, Hatem Ltaief, Jack J. Dongarra
2010	—	`conf`	Mixed-Tool Performance Analysis on Hybrid Multicore Architectures. ICPP Workshops Peng Du, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra
2010	J	`jnl`	Towards dense linear algebra for hybrid GPU accelerated manycore systems. Parallel Comput. Stanimire Tomov, Jack J. Dongarra, Marc Baboulin
2009	—	`conf`	A Note on Auto-tuning GEMM for GPUs. ICCS (1) Yinan Li, Jack J. Dongarra, Stanimire Tomov
2009	J	`jnl`	Accelerating scientific computations with mixed precision algorithms. Comput. Phys. Commun. Marc Baboulin, Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov
2009	Misc	`conf`	Bulk based preconditioning for quantum dot computations. SAC Christof Vömel, Stanimire Tomov, Osni Marques
2008	J	`jnl`	Accelerating Scientific Computations with Mixed Precision Algorithms CoRR Marc Baboulin, Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov
2008	J	`jnl`	State-of-the-art eigensolvers for electronic structure calculations of large scale nano-systems. J. Comput. Phys. Christof Vömel, Stanimire Tomov, Osni A. Marques, Andrew Canning, Lin-Wang Wang, Jack J. Dongarra
2008	J	`jnl`	Using Mixed Precision for Sparse Matrix Computations to Enhance the Performance while Achieving 64-bit Accuracy. ACM Trans. Math. Softw. Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov
2007	—	`ch.`	Prospectus for a Dense Linear Algebra Software Library. Handbook of Parallel Computing Yozo Hida, James Demmel, Julien Langou, Jakub Kurzak, Ming Gu, Alfredo Buttari, Stanimire Tomov, Piotr Luszczek, Julie Langou, Osni Marques, Christof Vömel, Xiaoye S. Li, E. Jason Riedy, Jack J. Dongarra, William Kahan, Beresford N. Parlett, David Bindel
2007	J	`jnl`	The use of bulk states to accelerate the band edge state calculation of a semiconductor quantum dot. J. Comput. Phys. Christof Vömel, Stanimire Tomov, Lin-Wang Wang, Osni A. Marques, Jack J. Dongarra
2006	J	`jnl`	Conjugate-gradient eigenvalue solvers in computing electronic properties of nanostructure architectures. Int. J. Comput. Sci. Eng. Stanimire Tomov, Julien Langou, Jack J. Dongarra, Andrew Canning, Lin-Wang Wang
2006	Misc	`conf`	Exploiting Mixed Precision Floating Point Hardware in Scientific Computations. High Performance Computing Workshop Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov
2006	—	`conf`	Prospectus for the Next LAPACK and ScaLAPACK Libraries. PARA James Demmel, Jack J. Dongarra, Beresford N. Parlett, William Kahan, Ming Gu, David Bindel, Yozo Hida, Xiaoye S. Li, Osni Marques, E. Jason Riedy, Christof Vömel, Julien Langou, Piotr Luszczek, Jakub Kurzak, Alfredo Buttari, Julie Langou, Stanimire Tomov
2006	—	`conf`	The Impact of Multicore on Math Software. PARA Alfredo Buttari, Jack J. Dongarra, Jakub Kurzak, Julien Langou, Piotr Luszczek, Stanimire Tomov
2005	J	`jnl`	Benchmarking and implementation of probability-based simulations on programmable graphics cards. Comput. Graph. Stanimire Tomov, Michael D. McGuigan, Robert Bennett, Gordon Smith, John Spiletic
2005	Misc	`conf`	Comparison of Nonlinear Conjugate-Gradient Methods for Computing the Electronic Properties of Nanostructure Architectures. International Conference on Computational Science (3) Stanimire Tomov, Julien Langou, Andrew Canning, Lin-Wang Wang, Jack J. Dongarra
2005	J	`jnl`	Explicit and Averaging A Posteriori Error Estimates for Adaptive Finite Volume Methods. SIAM J. Numer. Anal. Carsten Carstensen, Raytcho D. Lazarov, Stanimire Tomov
2004	J	`jnl`	Application of interactive parallel visualization for commodity-based clusters using visualization APIs. Comput. Graph. Stanimire Tomov, Robert Bennett, Michael D. McGuigan, Arnold M. Peskin, Gordon Smith, John Spiletic
2004	J	`jnl`	Interactive visualization of higher dimensional data in a multiview environment CoRR Stanimire Tomov, Michael D. McGuigan
2004	B	`conf`	Toward a Systems Biology Software Toolkit. CBMS Donald J. Johann, Michael D. McGuigan, Stanimire Tomov, Eric Blum, Gordon R. Whiteley, Emanuel F. Petricoin, Lance A. Liotta
2003	J	`jnl`	Application of interactive parallel visualization for commodity-based clusters using visualization APIs CoRR Stanimire Tomov, Robert Bennett, Michael D. McGuigan, Arnold M. Peskin, Gordon Smith, John Spiletic
2003	J	`jnl`	Benchmarking and Implementation of Probability-Based Simulations on Programmable Graphics Cards CoRR Stanimire Tomov, Michael D. McGuigan, Robert Bennett, Gordon Smith, John Spiletic