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Stanimire Tomov

University of Tennessee System

45H-index
320Paper Count
7.2KCitation Count
Published Papers 29
Publication Date
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Batched sparse and mixed-precision linear algebra interface for efficient use of GPU hardware accelerators in scientific applications
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-11-01
err0
PREAI
errLuszczek, Piotr; Abdelfattah, Ahmad; Anzt, Hartwig; Suzuki, Atsushi; Tomov, Stanimire
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MAGMA: Enabling exascale performance with accelerated BLAS and LAPACK for diverse GPU architectures
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2024-06-20
err0
PREAI
errAbdelfattah, Ahmad; Beams, Natalie; Carson, Robert; Ghysels, Pieter; Kolev, Tzanio; Stitt, Thomas; Vargas, Arturo; Tomov, Stanimire; Dongarra, Jack
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errSave
Efficient exascale discretizations: High-order finite element methods
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2021-06-08
err41
errOAAI
errKolev, Tzanio; Fischer, Paul; Min, Misun; Dongarra, Jack; Brown, Jed; Dobrev, Veselin; Warburton, Tim; Tomov, Stanimire; Shephard, Mark S.; Abdelfattah, Ahmad; Barra, Valeria; Beams, Natalie; Camier, Jean-Sylvain; Chalmers, Noel; Dudouit, Yohann; Karakus, Ali; Karlin, Ian; Kerkemeier, Stefan; Lan, Yu-Hsiang; Medina, David; Merzari, Elia; Obabko, Aleksandr; Pazner, Will; Rathnayake, Thilina; Smith, Cameron W.; Spies, Lukas; Swirydowicz, Kasia; Thompson, Jeremy; Tomboulides, Ananias; Tomov, Vladimir
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errSave
Translational process: Mathematical software perspective
errnature computational science
IF3.7
err2021-05-01
err0
errOAAI
errDongarra, Jack; Gates, Mark; Luszczek, Piotr; Tomov, Stanimire
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errSave
A survey of numerical linear algebra methods utilizing mixed-precision arithmetic
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2021-03-19
err80
PREAI
errAbdelfattah, Ahmad; Anzt, Hartwig; Boman, Erik G.; Carson, Erin; Cojean, Terry; Dongarra, Jack; Fox, Alyson; Gates, Mark; Higham, Nicholas J.; Li, Xiaoye S.; Loe, Jennifer; Luszczek, Piotr; Pranesh, Srikara; Rajamanickam, Siva; Ribizel, Tobias; Smith, Barry F.; Swirydowicz, Kasia; Thomas, Stephen; Tomov, Stanimire; Tsai, Yaohung M.; Yang, Ulrike Meier
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errSave
Exploiting Block Structures of KKT Matrices for Efficient Solution of Convex Optimization Problems
errIEEE ACCESS
IF3.6
err2021-01-01
err1
errOAAI
errIqbal, Zafar; Nooshabadi, Saeid; Yamazaki, Ichitaro; Tomov, Stanimire; Dongarra, Jack
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errSave
Matrix multiplication on batches of small matrices in half and half-complex precisions
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2020-11-01
err10
PREAI
errAbdelfattah, Ahmad; Tomov, Stanimire; Dongarra, Jack
errShare
errSave
MAGMA templates for scalable linear algebra on emerging architectures
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2020-07-10
err7
PREAI
errAl Farhan, Mohammed; Abdelfattah, Ahmad; Tomov, Stanimire; Gates, Mark; Sukkari, Dalal; Haidar, Azzam; Rosenberg, Robert; Dongarra, Jack
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errSave
Solving Linear Diophantine Systems on Parallel Architectures
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2019-05-01
err5
PREAI
errZaitsev, Dmitry; Tomov, Stanimire; Dongarra, Jack
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errSave
Analysis and Design Techniques towards High-Performance and Energy-Efficient Dense Linear Solvers on GPUs
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2018-12-01
err9
errOAAI
errAbdelfattah, Ahmad; Haidar, Azzam; Tomov, Stanimire; Dongarra, Jack
errShare
errSave
Batched one-sided factorizations of tiny matrices using GPUs: Challenges and countermeasures
errnature computational science
IF3.7
err2018-05-01
err10
errOAAI
errAbdelfattah, Ahmad; Haidar, Azzam; Tomov, Stanimire; Dongarra, Jack
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errSave
Accelerating the SVD bi-diagonalization of a batch of small matrices using GPUs
errnature computational science
IF3.7
err2018-05-01
err11
errOAAI
errDong, Tingxing; Haidar, Azzam; Tomov, Stanimire; Dongarra, Jack
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errSave
A Guide for Achieving High Performance with Very Small Matrices on GPU: A Case Study of Batched LU and Cholesky Factorizations
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2018-05-01
err15
errOAAI
errHaidar, Azzam; Abdelfattah, Ahmad; Zounon, Mawussi; Tomov, Stanimire; Dongarra, Jack
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errSave
The Singular Value Decomposition: Anatomy of Optimizing an Algorithm for Extreme Scale
errSIAM REVIEW
IF6.1
err2018-01-01
err62
errOAAI
errDongarra, Jack; Gates, Mark; Haidar, Azzam; Kurzak, Jakub; Luszczek, Piotr; Tomov, Stanimire; Yamazaki, Ichitaro
errShare
errSave
Fast Cholesky factorization on GPUs for batch and native modes in MAGMA
errnature computational science
IF3.7
err2017-05-01
err13
errOAAI
errAbdelfattah, Ahmad; Haidar, Azzam; Tomov, Stanimire; Dongarra, Jack
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errSave
On the performance and energy efficiency of sparse linear algebra on GPUs
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2016-10-05
err15
errOAAI
errAnzt, Hartwig; Tomov, Stanimire; Dongarra, Jack
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errSave
Linear algebra software for large-scale accerlerated multicore computing
errACTA NUMERICA
IF11.3
err2016-05-23
err11
PREAI
errAbdelfatah, A.; Anzt, H.; Dongarra, J.; Gates, M.; Haidar, A.; Kurzak, J.; Luszczek, P.; Tomov, S.; Yamazaki, I.; YarKhan, A.
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errSave
Acceleration of GPU-based Krylov solvers via data transfer reduction
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2015-04-08
err15
PREAI
errAnzt, Hartwig; Tomov, Stanimire; Luszczek, Piotr; Sawyer, William; Dongarra, Jack
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errSave
Batched matrix computations on hardware accelerators based on GPUs
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2015-02-09
err47
errOAAI
errHaidar, Azzam; Dong, Tingxing; Luszczek, Piotr; Tomov, Stanimire; Dongarra, Jack
errShare
errSave
MIXED-PRECISION CHOLESKY QR FACTORIZATION AND ITS CASE STUDIES ON MULTICORE CPU WITH MULTIPLE GPUs
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2015-01-01
err41
errOAAI
errYamazaki, Ichitaro; Tomov, Stanimire; Dongarra, Jack
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errSave

Research Directions

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Co-authors
Cooperation Journals
L
Lance A. Liotta
H-index: 149 · Papers: 1.1K
J
Jack Dongarra
H-index: 112 · Papers: 2.1K
T
Timothy D. Veenstra
H-index: 99 · Papers: 640
L
Lin‐Wang Wang
H-index: 85 · Papers: 575
E
Emanuel F. Petricoin
H-index: 81 · Papers: 627
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