Stanimire Tomov

@article{icl:970,
author      = {Betancourt, F. and Wong, K. and Asemota, E. and Marshall, Q. and Nichols, D. and Tomov, S.},
title       = {openDIEL: A Parallel Workflow Engine and DataAnalytics Framework},
booktitle   = {In Practice and Experience in Advanced Research Computing (PEARC ’19)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Chicago, IL},
month       = {July},
year        = {2019}
}

@article{icl:971,
author      = {Nichols, D. and Wong, K. and Tomov, S. and Ng, L. and Chen, S. and Gessinger, A.},
title       = {MagmaDNN: Accelerated Deep Learning Using MAGMA},
booktitle   = {In Practice and Experience in Advanced Research Computing (PEARC ’19)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Chicago, IL},
month       = {July},
year        = {2019}
}

@inproceedings{icl:967,
author      = {Wong, K. and Tomov, S. and Dongarra, J.},
title       = {Hands-on Research and Training in High-Performance Data Sciences, Data Analytics, and Machine Learning for Emerging Environments},
booktitle   = {ISC High Performance 2019,  "HPC Education and Training for Emerging Technologies” workshop},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Frankfurt, Germany},
month       = {June},
year        = {2019}
}

@inproceedings{icl:968,
author      = {Nichols, D. and Tomov, N.-S. and  Betancourt, F. and Tomov, S. and Wong, K. and Dongarra, J.},
title       = {MagmaDNN: Towards High-Performance Data Analytics and Machine Learning for Data-Driven Scientific Computing},
booktitle   = {ISC High Performance 2019, "Scalable Data Analytics in Scientific Computing” workshop},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Frankfurt, Germany},
month       = {June},
year        = {2019}
}

@inproceedings{icl:969,
author      = {Abdelfattah, A. and Tomov, S. and  Dongarra, J.},
title       = {Fast Batched Matrix Multiplication for Small Sizes using Half Precision Arithmetic on GPUs},
booktitle   = {33rd IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Rio de Janeiro, Brazil},
month       = {May},
year        = {2019}
}

@article{icl:966,
author      = {Tomov, S. and Haidar, A. and  Ayala, A. and Schultz, D. and Dongarra, J.},
title       = {Design and Implementation for FFT-ECP on Distributed Accelerated Systems},
booktitle   = {ECP WBS 2.3.3.09 Milestone Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {FFT-ECP ST-MS-10-1410},
month       = {April},
year        = {2019}
}

@article{icl:965,
author      = {Tomov, S. and Haidar, A. and  Schultz, D. and Dongarra, J.},
title       = {Evaluation and Design of FFT for Distributed Accelerated Systems},
booktitle   = {ECP WBS 2.3.3.09 Milestone Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {FFT-ECP ST-MS-10-1216},
month       = {October},
year        = {2018}
}

@inproceedings{icl:963,
author      = {Yamazaki, I. and Tomov, S. and Dongarra, J.},
title       = {Sampling Algorithms to Update Truncated SVD},
booktitle   = {IEEE International Conference on Big Data},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Boston, MA},
month       = {December},
year        = {2017}
}

@techreport{icl:961,
author      = {Dongarra, J. and Haidar, A. and Hernandez, O. and Tomov, S. and Gorentla Venkata, M.},
title       = {POMPEI: Programming with OpenMP4 for Exascale Investigations},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2017}
}

@article{icl:962,
author      = {Haidar, A. and Abdelfatah, A. and Zounon, M. and Tomov, S. and Dongarra, J.},
title       = {A Guide For Achieving High Performance With Very Small Matrices on GPU: A case Study of Batched LU and Cholesky Factorizations},
booktitle   = {IEEE Transactions on Parallel and Distributed Systems, DOI: 10.1109/TPDS.2017.2783929},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2017}
}

@inproceedings{icl:959,
author      = {Haidar, A. and Wu, P. and Tomov, S. and Dongarra, J.},
title       = {Investigating Half Precision Arithmetic to Accelerate Dense Linear System Solvers},
booktitle   = {ScalA17: 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Denver, Colorado},
month       = {November},
year        = {2017}
}

@article{icl:960,
author      = {Gates, M. and Tomov, S. and Dongarra, J.},
title       = {Accelerating the SVD Two Stage Bidiagonal Reduction and Divide and Conquer Using GPUs},
booktitle   = {Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {71},
month       = {November},
year        = {2017}
}

@inproceedings{icl:955,
author      = {Haidar, A. and Jagode, H. and YarKhan, A. and Vaccaro, P. and Tomov, S. , Dongarra, J.},
title       = {Power-aware Computing: Measurement, Control, and Performance Analysis for Intel Xeon Phi},
booktitle   = {2017 IEEE High Performance Extreme Computing Conference (HPEC'17), Best Paper Finalist },
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Waltham, MA},
month       = {September},
year        = {2017}
}

@inproceedings{icl:956,
author      = {Haidar, A. and Kabir, K. and Fayad, D. and Tomov, S. and Dongarra, J.},
title       = {Out Of Memory SVD Solver for Big Data},
booktitle   = {2017 IEEE High Performance Extreme Computing Conference (HPEC'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Waltham, MA},
month       = {September},
year        = {2017}
}

@article{icl:926,
author      = {Kabir, K. and Haidar, A. and Tomov, S. and Bouteiller, A. and Dongarra, J.},
title       = {A Framework for Out of Memory SVD Algorithms},
booktitle   = {ISC High Performance 2017},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 158-178},
address     = {Frankfurt, Germany},
month       = {June},
year        = {2017}
}

@article{icl:927,
author      = {Kabir, K. and Haidar, A. and Tomov, S. and Bouteiller, A. and Dongarra, J.},
title       = {A Framework for Out of Memory SVD Algorithms},
booktitle   = {ISC High Performance 2017},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 158-178},
address     = {Frankfurt, Germany},
month       = {June},
year        = {2017}
}

@inproceedings{icl:928,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Novel HPC Techniques to Batch Execution of Many Variable Size BLAS Computations on GPUs},
booktitle   = {International Conference on Supercomputing (ICS'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 1-10},
address     = {Chicago, Illinois},
month       = {June},
year        = {2017}
}

@inproceedings{icl:929,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Novel HPC Techniques to Batch Execution of Many Variable Size BLAS Computations on GPUs},
booktitle   = {International Conference on Supercomputing (ICS'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 1-10},
address     = {Chicago, Illinois},
month       = {June},
year        = {2017}
}

@inproceedings{icl:930,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Factorization and Inversion of a Million Matrices using GPUs: Challenges and Countermeasures},
booktitle   = {International Conference on Computational Science (ICCS'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 606-615},
address     = {Zurich, Switzerland},
month       = {June},
year        = {2017}
}

@inproceedings{icl:931,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Factorization and Inversion of a Million Matrices using GPUs: Challenges and Countermeasures},
booktitle   = {International Conference on Computational Science (ICCS'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 606-615},
address     = {Zurich, Switzerland},
month       = {June},
year        = {2017}
}

@inproceedings{icl:932,
author      = {Dong, T. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Optimizing the SVD Bidiagonalization Process for a Batch of Small Matrices},
booktitle   = {International Conference on Computational Science (ICCS'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 1008-1018},
address     = {Zurich, Switzerland},
month       = {June},
year        = {2017}
}

@inproceedings{icl:933,
author      = {Dong, T. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Optimizing the SVD Bidiagonalization Process for a Batch of Small Matrices},
booktitle   = {International Conference on Computational Science (ICCS'17)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 1008-1018},
address     = {Zurich, Switzerland},
month       = {June},
year        = {2017}
}

@article{icl:936,
author      = {Yamazaki, I. and  Nooshabadi, S. and Tomov, S. and Dongarra, J.},
title       = {Structure-aware Linear Solver for Realtime Convex Optimization for Embedded Systems},
booktitle   = {IEEE Embedded Systems Letters},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. PP, No. 99},
month       = {May},
year        = {2017}
}

@article{icl:937,
author      = {Yamazaki, I. and  Nooshabadi, S. and Tomov, S. and Dongarra, J.},
title       = {Structure-aware Linear Solver for Realtime Convex Optimization for Embedded Systems},
booktitle   = {IEEE Embedded Systems Letters},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. PP, No. 99},
month       = {May},
year        = {2017}
}

@article{icl:951,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Fast Cholesky Factorization on GPUs for Batch and Native Modes in MAGMA},
booktitle   = {Journal of Computational Science},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 20},
pages       = {85-93},
month       = {May},
year        = {2017}
}

@article{icl:952,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Fast Cholesky Factorization on GPUs for Batch and Native Modes in MAGMA},
booktitle   = {Journal of Computational Science},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 20},
pages       = {85-93},
month       = {May},
year        = {2017}
}

@techreport{icl:924,
author      = {Abdelfattah, A. and Baboulin, M. and Dobrev, V. and Dongarra, J. and Haidar, A. and Karlin, I. and Kolev, Tz. and Masliah, I. and Tomov, S.},
title       = {Small Tensor Operations on Advanced Architectures for High-order Applications},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {April},
year        = {2017}
}

@techreport{icl:925,
author      = {Abdelfattah, A. and Baboulin, M. and Dobrev, V. and Dongarra, J. and Haidar, A. and Karlin, I. and Kolev, Tz. and Masliah, I. and Tomov, S.},
title       = {Small Tensor Operations on Advanced Architectures for High-order Applications},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {April},
year        = {2017}
}

@inproceedings{icl:934,
author      = {Haidar, A. and Abdelfatah, A. and Tomov, S. and Dongarra, J.},
title       = {High-performance Cholesky Factorization for GPU-only Execution},
booktitle   = {Proceedings of the General Purpose GPUs (GPGPU-10)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 42-52},
address     = {Austin, TX},
month       = {February},
year        = {2017}
}

@inproceedings{icl:935,
author      = {Haidar, A. and Abdelfatah, A. and Tomov, S. and Dongarra, J.},
title       = {High-performance Cholesky Factorization for GPU-only Execution},
booktitle   = {Proceedings of the General Purpose GPUs (GPGPU-10)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 42-52},
address     = {Austin, TX},
month       = {February},
year        = {2017}
}

@article{icl:923,
author      = {Baboulin, M. and Dongarra, J. and Remy, A. and Tomov, S. and Yamazaki, I.},
title       = {Solving dense symmetric indefinite systems using GPUs},
booktitle   = {Concurrency and Computation: Practice and Experience},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 29, Issue 9},
year        = {2017}
}

@article{icl:938,
author      = {Lopez, M. and Larrea, V. and Joubert, W. and Hernandez, O. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Evaluation of Directive-based Performance Portable Programming Models},
booktitle   = {International Journal of High Performance Computing and Networking (IJHPCN)},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {(In Press)},
year        = {2017}
}

@article{icl:939,
author      = {Lopez, M. and Larrea, V. and Joubert, W. and Hernandez, O. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Evaluation of Directive-based Performance Portable Programming Models},
booktitle   = {International Journal of High Performance Computing and Networking (IJHPCN)},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {(In Press)},
year        = {2017}
}

@techreport{icl:918,
author      = {Abdelfatah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Fast Cholesky Factorization on GPUs for Batch and Native Modes in MAGMA},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2016}
}

@techreport{icl:917,
author      = {Haidar, A. and Abdelfatah, A. and Tomov, S. and Dongarra, J.},
title       = {High-performance Cholesky factorization for GPU-only execution},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2016}
}

@inproceedings{icl:915,
author      = {Lopez, M. and Larrea, V. and Joubert, W. and Hernandez, O. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Towards Achieving Performance Portability Using Directives for Accelerators},
booktitle   = {The International Conference for High Performance Computing, Networking, Storage and Analysis (SC'16), Third Workshop on Accelerator Programming Using Directives (WACCPD)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Salt Lake City, Utah},
month       = {November},
year        = {2016}
}

@inproceedings{icl:911,
author      = {Haidar, A. and Tomov, S. and Arturov, K. and Guney, M. and Story, S. and Dongarra, J.},
title       = {LU, QR, and Cholesky Factorizations: Programming Model, Performance Analysis and Optimization Techniques for the Intel Knights Landing Xeon Phi},
booktitle   = {IEEE High Performance Extreme Computing Conference (HPEC'16)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Waltham, MA},
month       = {September},
year        = {2016}
}

@inproceedings{icl:912,
author      = {Haidar, A. and Brock, B. and Tomov, S. and Guidry, M. and Billings, J. and Shyles, D. and Dongarra, J.},
title       = {Performance Analysis and Acceleration of Explicit Integration for Large Kinetic Networks using Batched GPU Computations},
booktitle   = {2016 IEEE High Performance Extreme Computing Conference (HPEC ‘16)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {September},
year        = {2016}
}

@inproceedings{icl:910,
author      = {Masliah, I. and Abdelfattah, A. and Haidar, A. and Tomov, S. and Baboulin, M. and Falcou, J. and Dongarra, J.},
title       = {High-performance matrix-matrix multiplications of very small matrices},
booktitle   = {22nd International European Conference on Parallel and Distributed Computing (Euro-Par'16)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Grenoble, France},
month       = {August},
year        = {2016}
}

@inproceedings{icl:906,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Performance, Design, and Autotuning of Batched GEMM for GPUs},
booktitle   = {The International Supercomputing Conference (ISC High Performance 2016)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Frankfurt, Germany},
month       = {June},
year        = {2016}
}

@inproceedings{icl:904,
author      = {Abdelfattah, A. and Baboulin, M. and Dobrev, V. and Dongarra, J. and Earl, C. and Falcou, J. and Haidar, A. and Karlin, I. and Kolev, Tz. and Masliah, I. and Tomov, S.},
title       = {High-Performance Tensor Contractions for GPUs},
booktitle   = {International Conference on Computational Science (ICCS'16)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {San Diego, California, U.S.A.},
month       = {June},
year        = {2016}
}

@inproceedings{icl:905,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Performance Tuning and Optimization Techniques of Fixed and Variable Size Batched Cholesky Factorization on GPUs},
booktitle   = {International Conference on Computational Science (ICCS'16)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {San Diego, California, U.S.A.},
month       = {June},
year        = {2016}
}

@inproceedings{icl:903,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {On the Development of Variable Size Batched Computation for Heterogeneous Parallel Architectures},
booktitle   = {The 17th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC 2016), IPDPS 2016, IEEE},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Chicago, IL, USA},
month       = {May},
year        = {2016}
}

@inproceedings{icl:902,
author      = {Newburn, CJ. and Bansal, G. and Wood, M. and Crivelli, L. and Planas, J. and Duran, A. and Souza, P. and Borges, L. and Luszczek, P. and Tomov, S. and Dongarra, J. and Anzt, H. and Gates, M. and Haidar, A. and Jia, Y. and Kabir, K. and Yamazaki, I. and Labarta, J.},
title       = {Heterogeneous Streaming},
booktitle   = {The Sixth International Workshop on Accelerators and Hybrid Exascale Systems (AsHES), IPDPS 2016, IEEE},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Chicago, IL, USA},
month       = {May},
year        = {2016}
}

@techreport{icl:895,
author      = {Abdelfattah, A. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Performance, Design, and Autotuning of Batched GEMM for GPUs},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {February},
year        = {2016}
}

@techreport{icl:894,
author      = {Abdelfattah, A. and Baboulin, M. and Dobrev, V. and Dongarra, J. and Earl, C. and Falcou, J. and Haidar, A. and Karlin, I. and Kolev, Tz. and Masliah, I. and Tomov, S.},
title       = {High-Performance Tensor Contractions for GPUs},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {January},
year        = {2016}
}

@article{icl:913,
author      = {Yamazaki, I. and Tomov, S. and and Dongarra, J.},
title       = {Non-GPU-resident Dense Symmetric Indefinite Factorization},
booktitle   = {Concurrency and Computation: Practice and Experience},
institution = {Innovative Computing Laboratory, University of Tennessee},
year        = {2016}
}

@inproceedings{icl:909,
author      = {Haidar, A. and Jia, Y. and Luszczek, P. and Tomov, S. and YarKhan, A. and Dongarra, J.},
title       = {Weighted Dynamic Scheduling with Many Parallelism Grains for Offloading of Numerical Workloads to Multiple Varied Accelerators},
booktitle   = {Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems (ScalA'15)},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {No. 5},
address     = {New York, NY, USA},
month       = {November},
year        = {2015}
}

@inproceedings{icl:881,
author      = {Mary, T. and Yamazaki, I. and Kurzak, J. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Performance of Random Sampling for Computing Low-rank Approximations of a Dense Matrix on GPUs},
booktitle   = {The International Conference for High Performance Computing, Networking, Storage and Analysis (SC 15)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Austin, TX},
month       = {Nov},
year        = {2015}
}

@inproceedings{icl:889,
author      = {Yamazaki, I. and Tomov, S. and Kurzak, J. and Dongarra, J. and Barlow, J.},
title       = {Mixed-precision Block Gram Schmidt Orthogonalization},
booktitle   = {6th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Austin, TX},
month       = {November},
year        = {2015}
}

@inproceedings{icl:877,
author      = {Baboulin,, M. and Dongarra, J. and Remy, A. and Tomov, S. and Yamazaki, I.},
title       = {Dense Symmetric Indefinite Factorization on GPU acclerated architectures},
booktitle   = {International Conference on Parallel Processing and Applied Mathematics (PPAM)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Krakow, Poland},
month       = {Sep},
year        = {2015}
}

@inproceedings{icl:839,
author      = {Haidar, A. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Batched Matrix Computations on Hardware Accelerators},
booktitle   = {EuroMPI/Asia 2015 Workshop},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Bordeaux, France},
month       = {September},
year        = {2015}
}

@inproceedings{icl:871,
author      = {Haidar, A. and Tomov, S. and Luszczek, P. and Dongarra, J.},
title       = {MAGMA Embedded: Towards a Dense Linear Algebra Library for Energy Efficient Extreme Computing},
booktitle   = {19th IEEE High Performance Extreme Computing Conference (HPEC 2015), Best Paper Award},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Waltham, MA},
month       = {September},
year        = {2015}
}

@inproceedings{icl:870,
author      = {YarKhan, A. and Haidar, A. and Cao, C. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Cholesky Across Accelerators},
booktitle   = {17th IEEE International Conference on High Performance Computing and Communications (HPCC 2015)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Elizabeth, NJ},
month       = {August},
year        = {2015}
}

@article{icl:854,
author      = {Kabir, K. and Haidar, A. and Tomov, S. and and Dongarra, J.},
title       = {On the Design, Development, and Analysis of Optimized Matrix-Vector Multiplication Routines for Coprocessors},
booktitle   = {ISC High Performance 2015},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Frankfurt, Germany},
month       = {July},
year        = {2015}
}

@article{icl:858,
author      = {Haidar, A. and Dong, T. and Tomov, S. and Luszczek, P. and Dongarra, J.},
title       = {Framework for Batched and GPU-resident Factorization Algorithms Applied to Block Householder Transformations},
booktitle   = {ISC HPC},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Frankfurt, Germany},
month       = {July},
year        = {2015}
}

@inproceedings{icl:853,
author      = {Kabir, K. and Haidar, A. and Tomov, S. and and Dongarra, J.},
title       = {Performance Analysis and Optimisation of Two-Sided Factorization Algorithms for Heterogeneous Platform},
booktitle   = {The International Conference on Computational Science (ICCS 2015)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Reykjavík, Iceland},
month       = {June},
year        = {2015}
}

@inproceedings{icl:852,
author      = {Kabir, K. and Haidar, A. and Tomov, S. and and Dongarra, J.},
title       = {Performance Analysis and Design of a Hessenberg Reduction using Stabilized Blocked Elementary Transformations for New Architectures},
booktitle   = {The Spring Simulation Multi-Conference 2015 (SpringSim'15)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Alexandria, VA},
month       = {April},
year        = {2015}
}

@article{icl:850,
author      = {Haidar, A. and Dong, T. and Luszczek, P. and Tomov, S. and and Dongarra, J.},
title       = {Batched matrix computations on hardware accelerators based on GPUs},
booktitle   = {International Journal of High Performance	Computing Applications},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {February},
year        = {2015}
}

@inproceedings{icl:849,
author      = {Haidar, A. and Dong, T. and Luszczek, P. and Tomov, S. and and Dongarra, J.},
title       = {Optimization for performance and energy for batched matrix computations on GPUs},
booktitle   = {GPGPU 2015 Proceedings of the 8th Workshop on General Purpose Processing using GPUs},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 59-69},
address     = {San Francisco, CA},
month       = {February},
year        = {2015}
}

@inproceedings{icl:848,
author      = {Anzt, H. and Tomov, S. and Dongarra, J.},
title       = {Energy efficiency and performance frontiers for sparse computations on GPU supercomputers},
booktitle   = {Proceedings of the Sixth International Workshop on Programming Models and Applications for Multicores and Manycores (PMAM '15)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {San Francisco, CA},
month       = {February},
year        = {2015}
}

@article{icl:826,
author      = {Haidar, A. and Dongarra, J. and Kabir, K. and Gates, M. and Luszczek, P. and Tomov, S. and Jia, Y.},
title       = {HPC Programming on Intel Many-Integrated-Core Hardware with MAGMA Port to Xeon Phi},
booktitle   = {Scientific Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 23, No. 1},
month       = {January},
year        = {2015}
}

@article{icl:842,
author      = {Yamazaki, I. and Tomov, S. and Dongarra, J.},
title       = {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},
booktitle   = {Scientific Programming},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {2015},
year        = {2015}
}

@article{icl:847,
author      = {Yamazaki, I. and Tomov, S. and and Dongarra, J.},
title       = {Mixed-Precision Cholesky QR Factorization and its Case Studies on Multicore CPU with Multiple GPUs},
booktitle   = {SIAM Journal on Scientific Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 37, No. 3},
pages       = {C307-C330},
year        = {2015}
}

@inproceedings{icl:857,
author      = {Anzt, H. and Sawyer, W. and Tomov, S. and Luszczek, P. and Dongarra, J.},
title       = {Acceleration of GPU-based Krylov solvers via Data Transfer Reduction},
booktitle   = {IJHPCA special issue for ASHES workshop},
institution = {Innovative Computing Laboratory, University of Tennessee},
year        = {2015}
}

@article{icl:901,
author      = {Abalenkovs, M. and Abdelfattah, A. and Dongarra, J. and Gates, M. and Haidar, A. and Kurzak, J. and Luszczek, P. and Tomov, S. and Yamazaki, I. and YarKhan, A.},
title       = {Parallel Programming Models for Dense Linear Algebra on Heterogeneous Systems},
booktitle   = {Supercomputing frontiers and innovations},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 2, No. 4},
pages       = {pp. 67-86},
year        = {2015}
}

@inproceedings{icl:822,
author      = {Yamazaki, I. and Tomov, S. and Dongarra, J.},
title       = {Deflation Strategies to Improve the Convergence of Communication-Avoiding GMRES},
booktitle   = {5th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {New Orleans, LA},
month       = {Nov},
year        = {2014}
}

@article{icl:825,
author      = {Haidar, A. and Cao, C. and Yamazaki, I. and Dongarra, J. and Gates, M. and Luszczek, P. and Tomov, S.},
title       = {Performance and Portability with OpenCL for Throughput-Oriented HPC Workloads Across Accelerators, Coprocessors, and Multicore Processors},
booktitle   = {Scala 2014},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {New Orleans, LA},
month       = {November},
year        = {2014}
}

@inproceedings{icl:819,
author      = {Yamazaki, I. and Rajamanickam, S. and Boman, E. and Hoemmen, M. and Heroux, M. and Tomov, S.},
title       = {Domain Decomposition Preconditioners for Communication-Avoiding Krylov Methods on a Hybrid CPU/GPU Cluster},
booktitle   = {The International Conference for High Performance Computing, Networking, Storage and Analysis (SC)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {New Orleans, LA},
month       = {November},
year        = {2014}
}

@techreport{icl:834,
author      = {Anzt, H. and Tomov, S. and Dongarra, J.},
title       = {Accelerating the LOBPCG method on GPUs using a blocked Sparse Matrix Vector Product},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Knoxville, TN},
month       = {October},
year        = {2014}
}

@inproceedings{icl:779,
author      = {Dong, T. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {A Fast Batched Cholesky Factorization on a GPU},
booktitle   = {2014 International Conference on Parallel Processing (ICPP-2014)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Minneapolis, MN},
month       = {September},
year        = {2014}
}

@inproceedings{icl:851,
author      = {Dong, T. and Haidar, A. and Luszczek, P. and Harris, J. and Tomov, S. and and Dongarra, J.},
title       = {LU Factorization of Small Matrices: Accelerating Batched DGETRF on the GPU},
booktitle   = {16th IEEE International Conference on High Performance Computing and Communications (HPCC)},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 157-161},
address     = {Paris, France},
month       = {August},
year        = {2014}
}

@article{icl:817,
author      = {Dongarra, J. and Gates, M. and Haidar, A. and Kurzak, J. and Luszczek, P. and Tomov, S. and Yamazaki, I.},
title       = {Accelerating Numerical Dense Linear Algebra Calculations with GPUs},
booktitle   = {Numerical Calculations with GPUs},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {pp. 3-28},
month       = {July},
year        = {2014}
}

@article{icl:778,
author      = {Anzt, H. and Lukarski, D. and Tomov, S. and Dongarra, J.},
title       = {Self-Adaptive Multiprecision Preconditioners on Multicore and Manycore Architectures},
booktitle   = {VECPAR 2014},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Eugene, OR},
month       = {June},
year        = {2014}
}

@article{icl:799,
author      = {Haidar, A. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Heterogeneous Acceleration for Linear Algebra in Mulit-Coprocessor Environments},
booktitle   = {VECPAR 2014},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Eugene, OR},
month       = {June},
year        = {2014}
}

@article{icl:816,
author      = {Dongarra, J. and Haidar, A. and Kurzak, J. and Luszczek, P. and Tomov, S. and YarKhan, A.},
title       = {Model-Driven One-Sided Factorizations on Multicore Accelerated Systems},
booktitle   = {International Journal on Supercomputing Frontiers and Innovations},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 1, No. 1},
month       = {June},
year        = {2014}
}

@inproceedings{icl:833,
author      = {Cao, C. and Dongarra, J. and Du, P. and Gates, M. and Luszczek, P. and Tomov, S.},
title       = {clMAGMA: High Performance Dense Linear Algebra with OpenCL},
booktitle   = {International Workshop on OpenCL},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Bristol University, England},
month       = {May},
year        = {2014}
}

@inproceedings{icl:830,
author      = {Anzt, H. and Tomov, S. and Luszczek, P. and Yamazaki, I. and Dongarra, J. and Sawyer, W.},
title       = {Optimizing Krylov Subspace Solvers on Graphics Processing Units},
booktitle   = {Third International Workshop on Accelerators and Hybrid Exascale Systems (AsHES), IPDPS 2014},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Phoenix, AZ},
month       = {May},
year        = {2014}
}

@inproceedings{icl:831,
author      = {Donfack, S. and Tomov, S. and Dongarra, J.},
title       = {Dynamically balanced synchronization-avoiding LU factorization with multicore and GPUs},
booktitle   = {Fourth International Workshop on Accelerators and Hybrid Exascale Systems (AsHES), IPDPS 2014},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Phoenix, AZ},
month       = {May},
year        = {2014}
}

@article{icl:775,
author      = {Dong, T. and Haidar, A. and Tomov, S. and Dongarra, J.},
title       = {Batched Cholesky Factorization on a GPU},
booktitle   = {VECPAR 2014 (Submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Eugene, OR},
month       = {January},
year        = {2014}
}

@article{icl:796,
author      = {Du, P. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Soft Error Resilient QR Factorization for Hybrid System with GPGPU},
booktitle   = {Journal of Computational Science},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 4, No. 6},
pages       = {pp. 457-464},
month       = {November},
year        = {2013}
}

@article{icl:794,
author      = {Dongarra, J. and Gates, M. and Haidar, A. and Jia, Y. and Kabir, K. and Luszczek, P. and Tomov, S.},
title       = {Portable HPC Programming on Intel Many-Integrated-Core Hardware with MAGMA Port to Xeon Phi},
booktitle   = {PPAM 2013},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Warsaw, Poland},
month       = {September},
year        = {2013}
}

@article{icl:801,
author      = {Haidar, A. and Tomov, S. and Dongarra, J. and Solca, R. and Schulthess, T.},
title       = {A Novel Hybrid CPU-GPU Generalized Eigensolver for Electronic Structure Calculations Based on Fine Grained Memory Aware Tasks},
booktitle   = {International Journal of High Performance Computing Applications},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {August},
year        = {2013}
}

@article{icl:783,
author      = {Anzt, H. and Tomov, S. and Dongarra, J. and Heuveline, V.},
title       = {A Block-Asynchronous Relaxation Method for Graphics Processing Units},
booktitle   = {Journal of Parallel and Distributed Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {June},
year        = {2013}
}

@inproceedings{icl:798,
author      = {Haidar, A. and Solca, R. and Gates, M. and Tomov, S. and Schulthess, T. and Dongarra, J.},
title       = {Leading Edge Hybrid Multi-GPU Algorithms for Generalized Eigenproblems in Electronic Structure Calculations},
booktitle   = {International Supercomputing Conference ISC, Lecture Notes in Computer Science},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 7905},
pages       = {pp. 67-80},
address     = {Leipzig, Germany},
month       = {June},
year        = {2013}
}

@techreport{icl:737,
author      = {Chongxiao, C. and Dongarra, J. and Du, P. and Gates, M. and Luszczek, P. and Tomov, S.},
title       = {clMAGMA: High Performance Dense Linear Algebra with OpenCL},
booktitle   = {University of Tennessee Computer Science Technical Report (Lawn 275)},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {UT-CS-13-706},
month       = {March},
year        = {2013}
}

@article{icl:741,
author      = {Baboulin, M. and Dongarra, J. and Herrmann, J. and Tomov, S.},
title       = {Accelerating linear system solutions using randomization techniques},
booktitle   = {ACM Transactions on Mathematical Software (TOMS)},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 39, No 2},
month       = {February},
year        = {2013}
}

@article{icl:758,
author      = {Bosilca, G. and Bouteiller, A. and Danalis, A. and Herault, T. and Kurzak, J. and Luszczek, P. and Tomov, S. and and J. Dongarra},
title       = {Scalable Dense Linear Algebra on Heterogeneous Hardware},
booktitle   = {HPC: Transition Towards Exascale Processing, in the series Advances in Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
year        = {2013}
}

@article{icl:808,
author      = {Vetter, J. and Glassbrook, R. and Schwan, K. and Yalamanchili, S. and Horton, M. and Gavrilovska, A. and Slawinska, M. and Meredith, J. and Roth, P. and Spafford, K. and Tomov, S. and Wynkoop, J.},
title       = {Keeneland: Computational Science using Heterogeneous GPU Computing},
booktitle   = {Contemporary High Performance Computing: From Petascale Toward Exascale},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Chapter 7},
address     = {Boca Raton, FL},
year        = {2013}
}

@article{icl:729,
author      = {Solcà, R. and Haidar, A. and Tomov, S. and Dongarra, J. and Schulthess, T.},
title       = {A Novel Hybrid CPU-GPU Generalized Eigensolver for Electronic Structure Calculations Based on Fine Grained Memory Aware Tasks},
booktitle   = {Supercomputing '12 (poster)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Salt Lake City, Utah},
month       = {November},
year        = {2012}
}

@article{icl:730,
author      = {Agullo, E. and Bosilca, G. and Castagnède, C. and Dongarra, J. and Ltaief, H. and Tomov, S.},
title       = {Matrices Over Runtime Systems at Exascale},
booktitle   = {Supercomputing '12 (poster)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Salt Lake City, Utah},
month       = {November},
year        = {2012}
}

@article{icl:731,
author      = {Dong, T. and Kolev, T. and Rieben, R. and Dobrev, V. and Tomov, S. and Dongarra, J.},
title       = {Acceleration of the BLAST Hydro Code on GPU},
booktitle   = {Supercomputing '12 (poster)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Salt Lake City, Utah},
month       = {November},
year        = {2012}
}

@techreport{icl:714,
author      = {Donfack, S. and Tomov, S. and Dongarra, J.},
title       = {Performance evaluation of LU factorization through hardware counter measurements},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {October},
year        = {2012}
}

@article{icl:719,
author      = {Anzt, H. and Tomov, S. and Dongarra, J. and Heuveline, V.},
title       = {A Block-Asynchronous Relaxation Method for Graphics Processing Units},
booktitle   = {Journal of Parallel and Distributed Computing (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {October},
year        = {2012}
}

@techreport{icl:879,
author      = {Du, P. and Tomov, S. and and Dongarra, J.},
title       = {Providing GPU Capability to LU and QR within the ScaLAPACK Framework},
booktitle   = {University of Tennessee Computer Science Technical Report, UT-CS-12-699 (lawn272)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {September},
year        = {2012}
}

@techreport{icl:715,
author      = {Du, P. and Tomov, S. and Dongarra, J.},
title       = {Providing GPU Capability to LU and QR within the ScaLAPACK Framework},
booktitle   = {University of Tennessee Computer Science Technical Report (also LAWN 272)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {September},
year        = {2012}
}

@inproceedings{icl:713,
author      = {Anzt, H. and Tomov, S. and Dongarra, J. and Heuveline, V.},
title       = {Weighted Block-Asynchronous Iteration on GPU-Accelerated Systems},
booktitle   = {Tenth International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (Best Paper)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Rhodes Island, Greece},
month       = {August},
year        = {2012}
}

@article{icl:725,
author      = {Du, P. and Weber, R. and Luszczek, P. and Tomov, S. and Peterson, G. and Dongarra, J.},
title       = {From CUDA to OpenCL: Towards a Performance-portable Solution for Multi-platform GPU Programming},
booktitle   = {Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 38, No. 8},
pages       = {pp. 391-407},
month       = {August},
year        = {2012}
}

@article{icl:686,
author      = {Kasichayanula, K. and Terpstra, D. and Luszczek, P. and Tomov, S. and Moore, S. and Peterson, G.},
title       = {Power Aware Computing on GPUs},
booktitle   = {SAAHPC '12 (Best Paper Award)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Argonne, IL},
month       = {July},
year        = {2012}
}

@inproceedings{icl:678,
author      = {Yamazaki, I. and Tomov, S. and Dongarra, J.},
title       = {One-sided dense matrix factorizations on a multicore with multiple GPU accelerators},
booktitle   = {The International Conference on Computational Science (ICCS)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {June},
year        = {2012}
}

@inproceedings{icl:669,
author      = {Song, F. and Tomov, S. and Dongarra, J.},
title       = {Enabling and Scaling Matrix Computations on Heterogeneous Multi-Core and Multi-GPU Systems},
booktitle   = {26th ACM International Conference on Supercomputing (ICS 2012)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {San Servolo Island, Venice, Italy},
month       = {June},
year        = {2012}
}

@inproceedings{icl:685,
author      = {Baboulin, M. and Donfack, S. and Dongarra, J. and Grigori, L. and Remi, A. and Tomov, S.},
title       = {A class of communication-avoiding algorithms for solving general dense linear systems on CPU/GPU parallel machines},
booktitle   = {Proc. of the International Conference on Computational Science (ICCS) },
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {9},
pages       = {17-26},
month       = {June},
year        = {2012}
}

@article{icl:697,
author      = {Anzt, H. and Tomov, S. and Gates, M. and Dongarra, J. and Heuveline, V.},
title       = {Block-asynchronous Multigrid Smoothers for GPU-accelerated Systems},
booktitle   = {ICCS 2012},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Omaha, NE},
month       = {June},
year        = {2012}
}

@article{icl:684,
author      = {Vomel, C. and Tomov, S. and Dongarra, J.},
title       = {Divide and Conquer on Hybrid GPU-Accelerated Multicore Systems},
booktitle   = {SIAM Journal on Scientific Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {34 (2)},
pages       = {C70-C82},
month       = {April},
year        = {2012}
}

@article{icl:721,
author      = {Baboulin, M. and Dongarra, J. and Herrmann, J. and Tomov, S.},
title       = {Accelerating Linear System Solutions Using Randomization Techniques},
booktitle   = {ACM Transactions on Mathematical Software (accepted) (also LAWN 246)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {March},
year        = {2012}
}

@article{icl:703,
author      = {Dongarra, J. and Kurzak, J. and Luszczek, P. and Tomov, S.},
title       = {Dense Linear Algebra on Accelerated Multicore Hardware},
booktitle   = {High Performance Scientific Computing: Algorithms and Applications},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {London, UK},
year        = {2012}
}

@article{icl:718,
author      = {Kurzak, J. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Preliminary Results of Autotuning GEMM Kernels for the NVIDIA Kepler Architecture},
booktitle   = {LAWN 267},
institution = {Innovative Computing Laboratory, University of Tennessee},
year        = {2012}
}

@article{icl:661,
author      = {Anzt, H. and Tomov, S. and Gates, M. and Dongarra, J. and Heuveline, V.},
title       = {Block-asynchronous Multigrid Smoothers for GPU-accelerated Systems},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2011}
}

@article{icl:599,
author      = {Agullo, E. and Augonnet, C. and Dongarra, J. and Faverge, M. and Langou, J. and Ltaief, H. and Tomov, S.},
title       = {LU Factorization for Accelerator-based Systems},
booktitle   = {IEEE/ACS AICCSA 2011},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Sharm-El-Sheikh, Egypt},
month       = {December},
year        = {2011}
}

@techreport{icl:656,
author      = {Anzt, H. and Tomov, S. and Dongarra, J. and Heuveline, V.},
title       = {A Block-Asynchronous Relaxation Method for Graphics Processing Units},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {November},
year        = {2011}
}

@inproceedings{icl:632,
author      = {Nath, R. and Tomov, S. and Dong, T. and Dongarra, J.},
title       = {Optimizing Symmetric Dense Matrix-Vector Multiplication on GPUs},
booktitle   = {ACM/IEEE Conference on Supercomputing (SC’11)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Seattle, WA},
month       = {November},
year        = {2011}
}

@inproceedings{icl:633,
author      = {Malony, A. and Biersdorff, S. and Shende, S. and Jagode, H. and Tomov, S. and Juckeland, G. and Dietrich, R. and Duncan Poole, P. and Lamb, C.},
title       = {Parallel Performance Measurement of Heterogeneous Parallel Systems with GPUs},
booktitle   = {International Conference on Parallel Processing (ICPP'11)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Taipei, Taiwan},
month       = {September},
year        = {2011}
}

@article{icl:637,
author      = {Baboulin, M. and Dongarra, J. and Herrmann, J. and Tomov, S.},
title       = {Accelerating Linear System Solutions Using Randomization Techniques},
booktitle   = {INRIA RR-7616 / LAWN #246 (presented at International AMMCS’11)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Waterloo, Ontario, Canada},
month       = {July},
year        = {2011}
}

@inproceedings{icl:640,
author      = {Horton, M. and Tomov, S. and Dongarra, J.},
title       = {A Class of Hybrid LAPACK Algorithms for Multicore and GPU Architectures},
booktitle   = {Symposium for Application Accelerators in High Performance Computing (SAAHPC'11)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Knoxville, TN},
month       = {July},
year        = {2011}
}

@article{icl:635,
author      = {Du, P. and Luszczek, P. and Tomov, S. and Dongarra, J.},
title       = {Soft Error Resilient QR Factorization for Hybrid System},
booktitle   = {UT-CS-11-675 (also LAPACK Working Note #252)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {July},
year        = {2011}
}

@inproceedings{icl:636,
author      = {Bosilca, G. and Bouteiller, A. and Herault, T. and Lemarier, P. and Saengpatsa, N. and Tomov, S. and Dongarra, J.},
title       = {Performance Portability of a GPU Enabled Factorization with the DAGuE Framework},
booktitle   = {IEEE Cluster: workshop on Parallel Programming on Accelerator Clusters (PPAC)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {June},
year        = {2011}
}

@techreport{icl:628,
author      = {Fengguang, S. and Tomov, S. and Dongarra, J.},
title       = {Efficient Support for Matrix Computations on Heterogeneous Multi-core and Multi-GPU Architectures},
booktitle   = {University of Tennessee Computer Science Technical Report, UT-CS-11-668, (also Lawn 250)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {June},
year        = {2011}
}

@inproceedings{icl:593,
author      = {Bosilca, G. and Bouteiller, A. and Herault, T. and Lemarinier, P. and Saengpatsa, N. and Tomov, S. and Dongarra, J.},
title       = {A Unified HPC Environment for Hybrid Manycore/GPU Distributed Systems},
booktitle   = {IEEE International Parallel and Distributed Processing Symposium (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Anchorage, AK},
month       = {May},
year        = {2011}
}

@techreport{icl:630,
author      = {Kurzak, J. and Tomov, S. and Dongarra, J.},
title       = {Autotuning GEMMs for Fermi},
booktitle   = {University of Tennessee Computer Science Technical Report, UT-CS-11-671, (also Lawn 245)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {April},
year        = {2011}
}

@article{icl:608,
author      = {Malony, A. and Biersdorff, S. and Shende, S. and Jagode, H. and Tomov, S. and Juckeland, G. and Dietrich, R. and Poole, D. and Lamb, C.},
title       = {Parallel Performance Measurement of Heterogeneous Parallel Systems with GPUs},
booktitle   = {ICPP 2011 (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Taipei, Taiwan},
year        = {2011}
}

@article{icl:653,
author      = {Agullo, E. and Augonnet, C. and Dongarra, J. and Ltaief, H. and Namyst, R. and Thibault, S. and Tomov, S.},
title       = {A Hybridization Methodology for High-Performance Linear Algebra Software for GPUs},
booktitle   = {in GPU Computing Gems, Jade Edition},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {2},
pages       = {473-484},
year        = {2011}
}

@article{icl:920,
author      = {Agullo, E. and Augonnet, C. and Dongarra, J. and Ltaief, H. and Namyst, R. and Thibault, S. and Tomov, S.},
title       = {GPU Computing Gems, Jade Edition},
booktitle   = {ISBN: 9780123859631},
institution = {Innovative Computing Laboratory, University of Tennessee},
pages       = {473-484 (Chapter 34)},
address     = {San Francisco, CA, USA},
year        = {2011}
}

@article{icl:845,
author      = {Nath, R. and Tomov, S. and Dongarra, J.},
title       = {Blas for GPUs, Scientific Computing with Multicore and Accelerators},
booktitle   = {Chapman & Hall/CRC Computational Science},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2010}
}

@article{icl:846,
author      = {Tomov, S. and Dongarra, J.},
title       = {Dense Linear Algebra for Hybrid GPU-based Systems, Scientific Computing with Multicore and Accelerators},
booktitle   = {Chapman & Hall/CRC Computational Science},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {December},
year        = {2010}
}

@article{icl:620,
author      = {Tomov, S. and Faverge, M. and Luszczek, P. and Dongarra, J.},
title       = {Using MAGMA with PGI Fortran},
booktitle   = {PGI Insider},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {November},
year        = {2010}
}

@inproceedings{icl:577,
author      = {Agullo, E. and Augonnet, C. and Dongarra, J. and Faverge, M. and Ltaief, H. and Thibault, S. and Tomov, S.},
title       = {QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators},
booktitle   = {Proceedings of IPDPS 2011},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Anchorage, AK},
month       = {October},
year        = {2010}
}

@inproceedings{icl:562,
author      = {Du, P. and Luszczek, P. and Tomov, S. and  Dongarra, J.},
title       = {Mixed-Tool Performance Analysis on Hybrid Multicore Architectures},
booktitle   = {First International Workshop on Parallel Software Tools and Tool Infrastructures (PSTI 2010)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {San Diego, CA},
month       = {Sept},
year        = {2010}
}

@article{icl:583,
author      = {Du, P. and Weber, R. and Luszczek, P. and Tomov, S. and Peterson, G. and Dongarra, J.},
title       = {From CUDA to OpenCL: Towards a Performance-portable Solution for Multiplatform GPU Programming},
booktitle   = {Parallel Computing (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {August},
year        = {2010}
}

@article{icl:639,
author      = {Vomel, C. and Tomov, S. and Dongarra, J.},
title       = {Divide & Conquer on Hybrid GPU-Accelerated Multicore Systems},
booktitle   = {SIAM Journal on Scientific Computing (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {August},
year        = {2010}
}

@techreport{icl:548,
author      = {Nath, R. and Tomov, S. and Dongarra, J.},
title       = {An Improved MAGMA GEMM for Fermi GPUs},
booktitle   = {University of Tennessee Computer Science Technical Report},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {July},
year        = {2010}
}

@article{icl:521,
author      = {Ltaief, H. and Tomov, S. and Nath, R. and Du, P. and Dongarra, J.},
title       = {A Scalable High Performant Cholesky Factorization for Multicore with GPU Accelerators},
booktitle   = {Proc. of VECPAR'10 (to appear)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Berkeley, CA},
month       = {June},
year        = {2010}
}

@article{icl:546,
author      = {Nath, R. and Tomov, S. and Dongarra, J.},
title       = {Accelerating GPU Kernels for Dense Linear Algebra},
booktitle   = {Proc. of VECPAR'10},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Berkeley, CA},
month       = {June},
year        = {2010}
}

@article{icl:554,
author      = {Bernholc, J. and Hodak, M. and Lu, W. and Moore, S. and Tomov, S.},
title       = {Scalability Study of a Quantum Simulation Code},
booktitle   = {PARA 2010},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Reykjavik, Iceland},
month       = {June},
year        = {2010}
}

@inproceedings{icl:584,
author      = {Tomov, S. and Lu. and W. and Bernholc, J. and Moore, S. and Dongarra, J.},
title       = {Performance Evaluation for Petascale Quantum Simulation Tools},
booktitle   = {Proceedings of the Cray Users' Group Meeting},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Atlanta, GA},
month       = {May},
year        = {2010}
}

@article{icl:526,
author      = {Ltaief, H. and Tomov, S. and Nath, R. and Dongarra, J.},
title       = {Hybrid Multicore Cholesky Factorization with Multiple GPU Accelerators},
booktitle   = {IEEE Transaction on Parallel and Distributed Systems (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {March},
year        = {2010}
}

@article{icl:523,
author      = {Tomov, S. and Nath, R. and Ltaief, H. and Dongarra, J.},
title       = {Dense Linear Algebra Solvers for Multicore with GPU Accelerators},
booktitle   = {Proc. of IPDPS'10},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Atlanta, GA},
month       = {January},
year        = {2010}
}

@article{icl:547,
author      = {Tomov, S. and Nath, R. and Dongarra, J.},
title       = {Accelerating the reduction to upper Hessenberg, tridiagonal, and bidiagonal forms through hybrid GPU-based computing},
booktitle   = {Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {vol. 36, number 12},
pages       = {pp. 645-654},
month       = {June},
year        = {2010}
}

@article{icl:582,
author      = {Nath, R. and Tomov, S. and Dongarra, J.},
title       = {An Improved MAGMA GEMM for Fermi GPUs},
booktitle   = {International Journal of High Performance Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {vol. 24, no. 4},
pages       = {511-515},
month       = {November},
year        = {2010}
}

@article{icl:564,
author      = {Tomov, S. and Dongarra, J. and Baboulin, M.},
title       = {Towards Dense Linear Algebra for Hybrid GPU Accelerated Manycore Systems},
booktitle   = {Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 36, Number 5-6},
pages       = {pp. 232-240},
year        = {2010}
}

@article{icl:585,
author      = {Agullo, E. and Augonnet, C. and Dongarra, J. and Ltaief, H. and Namyst, R. and Thibault, S. and and Tomov, S.},
title       = {Faster, Cheaper, Better - a Hybridization Methodology to Develop Linear Algebra Software for GPUs},
booktitle   = {LAPACK Working Note 230},
institution = {Innovative Computing Laboratory, University of Tennessee},
year        = {2010}
}

@article{icl:638,
author      = {Du, P. and Weber, R. and  Luszczek, P. and  Tomov, S. and Peterson, G. and Dongarra, J. },
title       = {From CUDA to OpenCL: Towards a Performance-portable Solution for Multi-platform GPU Programming},
booktitle   = {Parallel Computing (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
year        = {2010}
}

@article{icl:471,
author      = {Li, Y. and Dongarra, J. and Tomov, S.},
title       = {A note on auto-tuning GEMM for GPUs},
booktitle   = {Proc. of ICCS'09},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Baton Rouge, LA},
month       = {May},
year        = {2009}
}

@inproceedings{icl:512,
author      = {Li, Y. and Dongarra, J. and Tomov, S.},
title       = {A Note on Auto-tuning GEMM for GPUs},
booktitle   = {Computational Science – ICCS 2009, Proceedings of the 9th International Conference, Lecture Notes in Computer Science: Theoretical Computer Science and General Issues},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Parts I-II, Vols. 5544-5545},
pages       = {pp. 884-892},
address     = {Baton Rouge, LA},
month       = {May},
year        = {2009}
}

@techreport{icl:485,
author      = {Tomov, S. and Dongarra, J.},
title       = {Accelerating the Reduction to Upper Hessenberg Form Through Hybrid GPU-based Computing},
booktitle   = {University of Tennessee Computer Science Technical Report, UT-CS-09-642 (also LAPACK Working Note 219)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {May},
year        = {2009}
}

@inproceedings{icl:478,
author      = {Tomov, S. and Lu, W. and Bernholc, J. and Moore, S. and Dongarra, J.},
title       = {Performance evaluation for petascale quantum simulation tools},
booktitle   = {Proceedings of CUG09},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Atlanta, GA},
month       = {May},
year        = {2009}
}

@inproceedings{icl:486,
author      = {Agullo, E. and Demmel, J. and Dongarra, J. and Hadri, B. and Kurzak, J. and Langou, J. and Ltaief, H. and Luszczek, P. and Tomov, S.},
title       = {Numerical linear algebra on emerging architectures: The PLASMA and MAGMA projects},
booktitle   = {Journal of Physics: Conference Series},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 180},
year        = {2009}
}

@inproceedings{icl:416,
author      = {Canning, A. and Dongarra, J. and Langou, J. and Marques, O. and Tomov, S. and Voemel, C. and Wang, L.-W.},
title       = {Interior State Computation of Nano Structures},
booktitle   = {PARA 2008, 9th International Workshop on State-of-the-Art in Scientific and Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Trondheim, Norway},
month       = {May},
year        = {2008}
}

@inproceedings{icl:516,
author      = {Baboulin, M. and Tomov, S. and Dongarra, J.},
title       = {Some Issues in Dense Linear Algebra for Multicore and Special Purpose Architectures},
booktitle   = {PARA 2008, 9th International Workshop on State-of-the-Art in Scientific and Parallel Computing},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Trondheim Norway},
month       = {May},
year        = {2008}
}

@techreport{icl:415,
author      = {Baboulin, M. and Dongarra, J. and Tomov, S.},
title       = {Some Issues in Dense Linear Algebra for Multicore and Special Purpose Architectures},
booktitle   = {University of Tennessee Computer Science Technical Report, UT-CS-08-615 (also LAPACK Working Note 200)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {May},
}

@inproceedings{icl:440,
author      = {Dongarra, J. and Moore, S. and Peterson, G. and Tomov, S. and Allred, J. and Natoli, V. and Richie, D.},
title       = {Exploring New Architectures in Accelerating CFD for Air Force Applications},
booktitle   = {Proceedings of the DoD HPCMP User Group Conference},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Seattle, Washington},
month       = {July},
}

@techreport{icl:443,
author      = {Tomov, S. and Dongarra, J. and Baboulin, M.},
title       = {Towards Dense Linear Algebra for Hybrid GPU Accelerated Manycore Systems},
booktitle   = {University of Tennessee Computer Science Technical Report, UT-CS-08-632 (also LAPACK Working Note 210)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {October},
}

@article{icl:447,
author      = {Vomel, C. and Tomov, S. and Marques, O. and Canning, A. and Wang, L.-W. and Dongarra, J.},
title       = {State-of-the-Art Eigensolvers for Electronic Structure Calculations of Large Scale Nano-Systems},
booktitle   = {Journal of Computational Physics},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol. 227, Issue15},
pages       = {pp. 7113-7124},
month       = {July},
}

@article{icl:449,
author      = {Buttari, A. and Dongarra, J. and Kurzak, J. and Langou, J. and Langou, J. and Luszczek, P. and Tomov, S.},
title       = {Exploiting Mixed Precision Floating Point Hardware in Scientific Computations},
booktitle   = {in High Performance Computing and Grids in Action},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Amsterdam},
}

@article{icl:424,
author      = {Buttari, A. and Dongarra, J. and Kurzak, J. and Luszczek, P. and Tomov, S.},
title       = {Using Mixed Precision for Sparse Matrix Computations to Enhance the Performance while Achieving 64-bit Accuracy},
booktitle   = {ACM Transactions on Mathematical Software},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Vol 34, Number 4},
pages       = {pp. 17-22},
year        = {2008}
}

@article{icl:392,
author      = {Buttari, A. and Dongarra, J. and Kurzak, J. and Langou, J. and Langou, Jn. and Luszczek, P. and Tomov, S.},
title       = {Exploiting Mixed Precision Floating Point Hardware in Scientific Computations},
booktitle   = {In High Performance Computing and Grids in Action (to appear)},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Amsterdam},
year        = {2007}
}

@article{icl:401,
author      = {Vo¨mel, C. and Tomov, S. and Wang, L-W. and Marques, O. and Dongarra, J.},
title       = {The Use of Bulk States to Accelerate the Band Edge State Calculation of a Semiconductor Quantum Dot},
booktitle   = {Journal of Computational Physics},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Volume 223},
pages       = {pp. 774-782},
year        = {2007}
}

@article{icl:370,
author      = {Demmel, J. and Dongarra, J. and Parlett, B. and Kahan, W. and Gu, M. and Bindel, D. and Hida, Y. and Li, X. and Marques, O. and Riedy, E. J. and Voemel, C. and Langou, J. and Luszczek, P. and Kurzak, J. and Buttari, A. and Langou, J. and Tomov, S.},
title       = {Prospectus for the Next LAPACK and ScaLAPACK Libraries},
booktitle   = {PARA 2006},
institution = {Innovative Computing Laboratory, University of Tennessee},
address     = {Umea, Sweden},
month       = {June},
year        = {2006}
}

@inproceedings{icl:324,
author      = {Canning, A. and Dongarra, J. and Langou, J. and  Marques, O. and  Tomov, S. and  Voemel, C. and Wang, L-W.},
title       = {Towards bulk based preconditioning for quantum dot computations},
booktitle   = {IEEE/ACM Proceedings of HPCNano SC06 (to appear)},
institution = {Innovative Computing Laboratory, University of Tennessee},
}

@inproceedings{icl:325,
author      = {Canning, A. and Dongarra, J. and Langou, J. and Marques, O. and Tomov, S. and Voemel, C. and Wang, L-W.},
title       = {Performance evaluation of eigensolvers in nano-structure computations},
booktitle   = {IEEE/ACM Proceedings of HPCNano SC06 (to appear)},
institution = {Innovative Computing Laboratory, University of Tennessee},
}

@article{icl:326,
author      = {Voemel, C. and Tomov, S. and Wang, L-W. and Marques, O. and Dongarra, J.},
title       = {The use of bulk states to accelerate the band edge state calculation of a semiconductor quantum dot},
booktitle   = {Journal of Computational Physics (submitted)},
institution = {Innovative Computing Laboratory, University of Tennessee},
}

@article{icl:327,
author      = {Zunger, A. and Franceschetti, A. and Bester, G. and Jones, W. B. and Kim, K. and Graf, P. A. and Wang,   L-W. and Canning, A. and Marques, O. and Voemel, C. and Dongarra, J. and Langou, J. and  Tomov, S.},
title       = {Predicting the electronic properties of 3D, million-atom semiconductor nanostructure architectures},
booktitle   = {J. Phys.: Conf. Ser. 46},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {doi:10.1088/1742-6596/46/1/040},
pages       = {292-298},
}

@article{icl:402,
author      = {Tomov, S. and Langou, J. and Dongarra, J. and  Canning, A. and Wang, L-W.},
title       = {Conjugate-Gradient Eigenvalue Solvers in Computing Electronic Properties of Nanostructure Architectures},
booktitle   = {International Journal of Computational Science and Engineering},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Volume 2, Number 3/ 4},
pages       = {pp. 205-212},
year        = {2006}
}

@inproceedings{icl:284,
author      = {Tomov, S. and Langou, J. and Canning, A. and Wang, L.-W. and Dongarra, J.},
title       = {Comparison of Nonlinear Conjugate-Gradient methods for computing the Electronic Properties of Nanostructure Architectures},
booktitle   = {Proceedings of 5th International Conference on Computational Science (ICCS)},
institution = {Innovative Computing Laboratory, University of Tennessee},
volume      = {Part III},
pages       = {pp. 317-325},
address     = {Atlanta, GA, USA},
month       = {May},
}

@article{icl:292,
author      = {Tomov, S. and Langou, J. and Canning, A. and Wang, L-W. and Dongarra, J.},
title       = {Conjugate-Gradient Eigenvalue Solvers in Computing Electronic Properties of Nanostructure Architectures},
booktitle   = {International Journal of Computational Science and Engineering (to appear)},
institution = {Innovative Computing Laboratory, University of Tennessee},
month       = {June},
}