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<!DOCTYPE html>
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<h1 class="name">Hartwig Anzt</h1>
<span>Chair of Computational Mathematics</span>
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<p>
Hartwig Anzt is the Chair of Computational Mathematics at the <A HREF="https://www.cit.tum.de/en/" target="_blank">TUM School of Computation, Information and Technology</A>
of the <A HREF="https://www.tum.de/en/" target="_blank">Technical University of Munich (TUM)</A> Campus Heilbronn. He also holds a Research Associate Professor position at the
<A HREF="http://www.icl.utk.edu/" target="_blank">Innovative Computing Lab (ICL)</A> at the <A HREF="http://www.utk.edu/" target="_blank">University of Tennessee (UTK)</A>.
Hartwig Anzt holds a PhD in applied mathematics from the <A HREF="http://www.kit.edu/" target="_blank">Karlsruhe Institute of Technology (KIT)</A>
and specializes in iterative methods and preconditioning techniques for the next generation hardware architectures.
He also has a long track record of high-quality development. He is author of the <A HREF="http://icl.eecs.utk.edu/magma/" target="_blank">MAGMA-sparse</A>
open source software package and managing lead of the <A HREF="https://ginkgo-project.github.io/" target="_blank">Ginkgo</A> math software library.
Hartwig Anzt had served as a PI in the Software Technology (ST) pillar of the <A HREF="https://www.exascaleproject.org/" target="_blank">US Exascale Computing Project (ECP)</A>,
including a coordinated effort aiming at integrating low-precision functionality into high-accuracy simulation codes.
He also is a PI in the <A HREF="https://eurohpc-ju.europa.eu/" target="_blank">EuroHPC project</A>
<A HREF="http://microcard.eu/index-en.html" target="_blank">MICROCARD</A>. Hartwig Anzt serves as Editor for ACM TOPC and SIAM SISC.
He also is elected program manager of the <A HREF="https://siag-sc.org" target="_blank">SIAM Activity Group on Supercomputing</A>.
<!--
Hartwig Anzt is the Director of the <A HREF="http://www.icl.utk.edu/" target="_blank">Innovative Computing Lab (ICL)</A> and holds the <A HREF="https://www.mathworks.com/" target="_blank">MathWorks</A> Professor position in the <A HREF="https://www.eecs.utk.edu” target="_blank">Electrical Engineering and Computer Science Department</A> of the <A HREF="http://www.utk.edu/" target="_blank">University of Tennessee</A>. He also holds a Senior Research Scientist Position at <A HREF="http://www.scc.kit.edu/en/scc.php" target="_blank">Steinbuch Centre for Computing</A> at the <A HREF="http://www.kit.edu/" target="_blank">Karlsruhe Institute of Technology</A> where he previously held a Junior Professorship in the Faculty of Computer Science.
Hartwig Anzt holds a PhD in applied mathematics and specializes in iterative methods and preconditioning techniques for the next generation hardware architectures.
He also has a long track record of high-quality development. He is author of the <A HREF="http://icl.eecs.utk.edu/magma/" target="_blank">MAGMA-sparse</A>
open source software package and managing lead of the <A HREF="https://ginkgo-project.github.io/" target="_blank">Ginkgo</A> math software library.
Hartwig Anzt is the PI of Software Technology (ST) projects that are part of the <A HREF="https://www.exascaleproject.org/" target="_blank">US Exascale Computing Project (ECP)</A>, including a coordinated effort aiming at integrating low-precision functionality into high-accuracy simulation codes. He also is a PI in the <A HREF="https://eurohpc-ju.europa.eu/news/european-high-performance-computing-joint-undertaking-launched-thirteen-ri-projects-april" target="_blank">EuroHPC Project</A>
<A HREF="http://microcard.eu/index-en.html" target="_blank">MICROCARD</A>.
-->
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<h3>
Director of the Innovative Computing Lab (ICL) and Professor in the EECS Department at the University of Tennessee
</h3>
<p>
<A HREF="https://www.scc.kit.edu/en/staff/11063.php" >
Research Group Leader</A> of the Helmholtz-Young-Investigator-Group
<A HREF="https://www.scc.kit.edu/en/aboutus/jrg-fine.php" target="_blank">"Fixed-point methods for numerics at Exascale" (FiNE)</A> at the Steinbuch Centre for Computing.</FONT></FONT></P>
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<h3>Research Consultant at the University of Tennessee (UTK)</h3>
<p>
<A HREF="http://www.icl.utk.edu/~hanzt/" >
Research Consultant</A> at the <A HREF="http://www.icl.utk.edu/" target="_blank">Innovative Computing Laboratory (ICL)</A>
contributing as part of the PEEKS project to the US Exascale Computing project.</FONT></FONT></P>
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My research focus is on developing and optimizing numerical methods for efficient high-performance computing.
In particular, I am interested in sparse linear algebra, iterative and asynchronous methods, Krylov solvers,
preconditioning.
The implementation of the fixed-point methods typically make heavy use of (data-parallel) batched routines,
and possess relaxed synchronization requirements.
I also work on fault tolerance, energy efficiency, as well as Multi- and Manycore (GPU) computing. The algorithm
research is complemented with efforts aiming at
sustainable software development in an academic setting,
and a healthy software lifecycle.
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<h3>
Ginkgo
</h3>
<p>
<A HREF="https://ginkgo-project.github.io/" target="_blank">Ginkgo</A> is a high-performance linear algebra library for manycore systems, with a focus on sparse solution of linear systems. It is implemented using modern C++, with GPU kernels implemented in CUDA and HIP. Ginkgo is part of the <A HREF="https://xsdk.info/" target="_blank">Extreme-scale Scientific Software Development Kit</A> (xSDK)
</p>
</div>
<A HREF="https://ginkgo-project.github.io/" target="_blank"><img src="http://www.cs.utk.edu/~hanzt/documents/ginkgo-1-horizontal.png" class="img-responsive" alt=""/></A>
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<h3>MAGMA-sparse</h3>
MAGMA-sparse is an integrated component of the <A HREF="http://icl.eecs.utk.edu/magma/" target="_blank">MAGMA</A> open source linear algebra library for multi- and manycore architectures. It is based on the C programming language and part of the <A HREF="https://xsdk.info/" target="_blank">Extreme-scale Scientific Software Development Kit</A> (xSDK).
</div>
<p>
</p>
<A HREF="http://icl.eecs.utk.edu/magma/" target="_blank"><img src="img/magma-logo.png" class="img-responsive" alt=""/></A>
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<div class="section-title"><h2>Recent Talks & Presentations</h2></div>
</div>
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<div class="row">
<div class="col-md-12">
<div class="content-item">
<h3><A HREF="slides/SparseBLAS_talk_SNL.pdf">
Sparse BLAS Working Group: On the path to defining a standard for sparse BLAS operations
</A></h3>
<h4>Sandia National Labs Workshop honoring Mike Heroux</h4>
<p>Anberquerque, USA, September 23 2024</p>
</div>
<div class="content-item">
<h3><A HREF="slides/IPELS2024.pdf">
How to make Research Software Faster Better Harder Stronger - Lessons learnt from the US Exascale Computing Project
</A></h3>
<h4>Keynote Talk at ISSS+IPELS Symposium at the Max Planck Institute for Plasma Physics</h4>
<p>Garching, Germany, August 9 2024</p>
</div>
<div class="content-item">
<h3><A HREF="slides/EverythingEverywhereAllAtOnce.pdf">
Everything Everywhere All at Once - How Improving Software Sustainability, Productivity, and Performance Naturally Go Hand in Hand: A story from the trenches of the US Exascale Computing Project
</A></h3>
<h4>Invited Talk at KTH Royal Technical University</h4>
<p>Stockholm, Sweden, May 23 2024</p>
</div>
<div class="content-item">
<h3><A HREF="slides/AnyHopeForSparse.pdf">
Tensor Cores for Matrix Multiplication Are on the Rise – Is There Any Hope for Sparse Operations?
</A></h3>
<h4>SC'23 workshop: Future Is Sparse: Methods and Tools for Sparse Computations</h4>
<p>Denver, USA, November 17, 2023</p>
</div>
<div class="content-item">
<h3><A HREF="slides/TheRoleOfSoftwareInHPC.pdf">
The Role of Software in HPC - Lessons Learnt in the US Exascale Computing Project
</A></h3>
<h4>22d IEEE International Symposium on Parallel and Distributed Computing (ISPDC 2023)</h4>
<p>Bucharest, Romania, July 10, 2023</p>
</div>
<div class="content-item">
<h3><A HREF="slides/SustainedSimulationECP.pdf">
Sustaining Simulation Performance in the US Exascale Computing Project - A tale from the trenches
</A></h3>
<h4>35th Workshop on Sustained Simulation Performance</h4>
<p>HLRS, Stuttgart, Germany, 2023</p>
</div>
<div class="content-item">
<h3><A HREF="slides/BatchedIterativeFusionPlasma.pdf">
Batched Iterative Solvers in Plasma Fusion Simulations
</A></h3>
<h4>15th JLESC workshop</h4>
<p>Bordeaux, France, 2023</p>
</div>
<div class="content-item">
<h3><A HREF="slides/Ginkgo_Portable_ECP.pdf">
Ginkgo - a platform-portable math library responding to the needs of the US Exascale Computing Project
</A></h3>
<h4>SIAM Conference on Computational Science and Engineering</h4>
<p>Amsterdam, Netherlands, 2023</p>
</div>
<div class="content-item">
<h3><A HREF="slides/ECP_plenary_anzt_short.pdf">
Then and Now – Growing as a child of ECP
</A></h3>
<h4>US Exascale Computing Project, Annual Meeting</h4>
<p>Houston, Texas, US, 2023</p>
</div>
<div class="content-item">
<h3><A HREF="slides/CompressionMemoryBound.pdf">
Lossy Compression and Mixed Precision Strategies for Memory-Bound Linear Algebra
</A></h3>
<h4>Keynote at PPAM 2022 Conference</h4>
<p>Gdansk, Poland, 2022</p>
</div>
<div class="content-item">
<h3><A HREF="slides/MixedPrecisionStrategies_zlp.pdf">
Mixed Precision Strategies for Memory-Bound Linear Algebra
</A></h3>
<h4>LANS Seminars Series of the Los Alamos National Laboratory</h4>
<p>Los Alamos National Laboratory, 2021</p>
</div>
<div class="content-item">
<h3><A HREF="slides/FAU_05_18_21.pdf">
Pushing the Roofline: A Modular Precision Ecosystem Based on a Memory Accessor
</A></h3>
<h4>FAU Perf Lab Seminar Series</h4>
<p>Friedrich-Alexander-University Erlangen-Nuermberg, 2021</p>
</div>
<div class="content-item">
<h3><A HREF="slides/SiamPP_SpMV.pdf">
The Sparse Matrix Vector Product on High-End GPUs
</A></h3>
<h4>SIAM Conference on Parallel Processing for Scientific Computing (PP20)</h4>
<p>Seattle, Washington, U.S., 2020</p>
</div>
<div class="content-item">
<h3><A HREF="slides/SiamPP_ParILUT.pdf">
ParILUT - A Parallel Threshold ILU for multicore and GPUs
</A></h3>
<h4>SIAM Conference on Parallel Processing for Scientific Computing (PP20)</h4>
<p>Seattle, Washington, U.S., 2020</p>
</div>
<div class="content-item">
<h3><A HREF="https://insidehpc.com/2019/12/podcast-developing-multiprecision-algorithms-with-the-ginkgo-library-project/">
Podcast: Developing Multiprecision Algorithms with the Ginkgo Library Project
</A></h3>
<h4>Let's Talk Exascale</h4>
<p>US Exascale Computing Project, 2019</p>
</div>
<div class="content-item">
<h3><A HREF="https://github.com/ginkgo-project/outreach/blob/master/slides/anzt_ginkgo_SC2019_BoothTalk.pdf">
The Ginkgo Sparse Linear Algebra Package
</A></h3>
<h4>Supercomputing 2019, Booth Talk</h4>
<p>Denver, November 2019</p>
</div>
<div class="content-item">
<h3><A HREF="https://bssw.io/blog_posts/accepting-high-quality-software-contributions-as-scientific-publications">
Accepting High-Quality Software Contributions as Scientific Publications
</A></h3>
<h4>Blog Article of the Better Scientific Software (BSSw) initiative</h4>
<p>Published October 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/AlgorithmDevelopmentExascale.pdf">
Algorithm Design in the Advent of Exascale Computing
</A></h3>
<h4>4th International Symposium on Research and Education of Computational Science (RECS)</h4>
<p>Tokyo, October 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/SustainableSoftwareDevelopment.pdf">
Sustainable Software Development in an Academic Setting
</A></h3>
<h4>4th International Symposium on Research and Education of Computational Science (RECS)</h4>
<p>Tokyo, October 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/ISC_ModularPrecision.pdf">
Addressing the Communication Bottleneck:
Towards a Modular Precision Ecosystem for HPC
</A></h3>
<h4>Focus Session at the ISC High Performance 2019: New Approaches, Algorithms Towards Exascale Computing </h4>
<p>Frankfurt, June 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/IPDPS_ParILUT.pdf">
ParILUT - A Parallel Threshold ILU for GPUs
</A></h3>
<h4>33rd IEEE International Parallel and Distributed Computing Symposium</h4>
<p>Rio de Janeiro, May 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/ParallelSelectionOnGPUs.pdf">
Approximate and Exact Selection on GPUs
</A></h3>
<h4>9th International Workshop on Accelerators and Hybrid Exascale Systems (AsHES)</h4>
<p>Rio de Janeiro, May 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/PDSEC_PositionTalk.pdf">
Are we doing the right thing? - A Critical Analysis of the Academic HPC Community
</A></h3>
<h4>20th IEEE International Workshop on Parallel and Distributed Computing (PDSEC)</h4>
<p>Rio de Janeiro, May 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/JLESC_ModularPrecision.pdf">
Adaptive-Precision Preconditioning
</A></h3>
<h4>9th Joint Laboratory for Extreme Scale Computing (JLESC) workshop</h4>
<p>Knoxville, April 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/JLESC_ParILUT.pdf">
ParILUT - A new Parallel Threshold ILU
</A></h3>
<h4>9th Joint Laboratory for Extreme Scale Computing (JLESC) workshop</h4>
<p>Knoxville, April 2019</p>
</div>
<div class="content-item">
<h3><A HREF="slides/JLESC_ContinuousBenchmarking.pdf">
Towards Continuous Benchmarking (CB)
</A></h3>
<h4>9th Joint Laboratory for Extreme Scale Computing (JLESC) workshop</h4>
<p>Knoxville, April 2019</p>
</div>
<div class="content-item">
<h3><A HREF="https://bssw.io/blog_posts/the-art-of-writing-scientific-software-in-an-academic-environment">
The Art of Writing Scientific Software in an Academic Environment
</A></h3>
<h4>Blog Article of the Better Scientific Software (BSSw) initiative</h4>
<p>Published February 2019</p>
</div>
<div class="content-item">
<h3><A HREF="http://www.icl.utk.edu/~hanzt/talks/SIAM_CSE_2019.pdf" >
Exploiting Node-level Performance in Sparse Linear Algebra
</A></h3>
<h4>SIAM Conference on Computational Science and Engineering (SIAM CSE 2019)</h4>
<p>Spokane, February 2019</p>
</div>
<div class="content-item">
<h3><A HREF="http://www.icl.utk.edu/~hanzt/talks/GAMM_GPE.pdf" >
An Automated Performance Evaluation Framework for the Ginkgo Software Ecosystem
</A></h3>
<h4>90th Annual Meeting of the International Associaten of Applied Mathematics and Mechanics (GAMM 2019)</h4>
<p>Vienna, February 2019</p>
</div>
<!--
<div class="content-item">
<h3><A HREF="http://www.icl.utk.edu/~hanzt/talks/ErlangenSeminar.pdf" >
Towards a Modular Precision Ecosystem
</A></h3>
<h4>Erlangen Computing Seminar</h4>
<p>Erlangen, December 2018</p>
</div>
<div class="content-item">
<h3><A HREF="http://www.icl.utk.edu/~hanzt/talks/anzt_GridKa2018.pdf" >
Fixed-Point and Adaptive Precision Methods for Numerics at Exascale
</A></h3>
<h4>GridKa School 2018 - Computing and Science Fair</h4>
<p>Karlsruhe, August 2018</p>
</div>
<div class="content-item">
<h3><A HREF="http://www.icl.utk.edu/~hanzt/talks/SBD2018.pdf" >
Numerical Linear Algebra for High Performance Computing
</A></h3>
<h4>SBD Workshop: Transfer of HPC and Data Knowledge to Scientific Communities</h4>
<p>Juelich, June 2018</p>
</div>
<div class="content-item">
<h3><A HREF="http://www.icl.utk.edu/~hanzt/talks/anzt_siampp18.pdf" >
ParILUT - A New Parallel Threshold ILU
</A></h3>
<h4>SIAM Meeting on Parallel Processing (SIAM PP 2018)</h4>
<p>Tokyo, March 2018</p>
</div>
-->
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<div class="section-title"><h2>Major Collaborations</h2></div>
</div>
<div class="col-md-9">
<div class="row">
<div class="col-md-12">
<div class="content-item">
<A HREF="https://www.lri.fr/~baboulin/" target="_blank">Marc Baboulin, University of Paris-Sud</A><br>
<A HREF="https://www.sandia.gov/~egboman/" target="_blank">Erik Boman, Sandia National Laboratory</A><br>
<A HREF="http://www.cc.gatech.edu/~echow/" >Edmond Chow, Georgia Tech</A><br>
<A HREF="https://press3.mcs.anl.gov/curfman/" >Lois Curfman McInnes, Argonne National Laboratory</A><br>
<A HREF="http://www.netlib.org/utk/people/JackDongarra/" target="_blank">Jack Dongarra, University of Tennessee</A><br>
<A HREF="https://maherou.github.io/" target="_blank">Mike Heroux, Sandia National Laboratories</A><br>
<A HREF="http://www5.in.tum.de/wiki/index.php/Univ.-Prof._Dr._Thomas_Huckle" target="_blank">Thomas Huckle, Technical University of Munich</A><br>
<A HREF="https://people.llnl.gov/yang11" target="_blank">Ulrike Meier Yang, Lawrence Livermore National Laboratory</A><br>
<A HREF="https://www.math.temple.edu/~szyld/" target="_blank">Daniel B. Szyld, Temple University</A><br>
<A HREF="http://www.upv.es/ficha-personal/enquior" target="_blank">Enrique S. Quintana-Ortí, University Polytechnic of Valencia</A><br>
<A HREF="https://www2.mpi-magdeburg.mpg.de/mpcsc/saak/index.php?lang=en" target="_blank">Jens Saak, Max Planck Institute for Dynamics of Complex Technical Systems</A><br>
<A HREF="http://homepage.ntu.edu.tw/~wwang/" target="_blank">Weichung Wang, National Taiwan University</A><br>
<A HREF="http://www.hpc.informatik.uni-erlangen.de/wir-ueber-uns/personal.shtml/gerhard-wellein.shtml" target="_blank">Gerhard Wellein, Friedrich-Alexander University Erlangen-Nürnberg</A>
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<section class="section-contact section-wrapper">
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<h2>Resources</h2>
</div>
</div>
<div class="col-md-9">
<div class="row">
<div class="col-md-4">
<address>
<strong>Address</strong><br>
Innovative Computing Lab<br>
University of Tennessee 1<br>
1122 Volunteer Boulevard<br>
Suite 203, Claxton<br>
Knoxville, TN, 37996<br>
USA
</address>
</div>
<div class="col-md-4">
<address>
<strong>Phone Number</strong><br>
+1 865-974-8296
</address>
</div>
<div class="col-md-4">
<address>
<strong>Publication List</strong><br>
<A HREF="https://scholar.google.com/citations?user=ctNCF8YAAAAJ&hl=de"><FONT FACE="Nimbus Sans L, sans-serif"><FONT SIZE=2>
GoogleScholar</FONT></A></P>
</address>
</div>
<div class="col-md-4">
<address>
<strong>Email</strong><br>
<a href="mailto:#">[email protected]</a>
</address>
</div>
<div class="col-md-4">
<address>
<strong>CV</strong><br>
<A HREF="https://hartwiganzt.github.io/files/hartwig_anzt_cv.pdf"><FONT FACE="Nimbus Sans L, sans-serif"><FONT SIZE=2>
[PDF]</FONT></A></B>
</address>
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<h2>Special Note</h2>
</div>
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<div class="col-md-9">
<div class="row">
<div class="col-md-12">
<div class="expertise-item">
Anyone misspelling my last name in an official document or presentation slides owes me a bottle of wine.
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