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<a name="_MailOriginal">The final program for the 10th annual MVAPICH User Group (MUG) conference is now available from
</a><a href="http://mug.mvapich.cse.ohio-state.edu/program/" data-auth="NotApplicable"><span style="">http://mug.mvapich.cse.ohio-state.edu/program/</span><span style=""></span></a><span style=""></span></p>
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<span style="">Details of the conference include:</span></p>
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<span style=""> </span></p>
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<span style="">- Two Keynote Talks</span><span style=""><span style=""><span style=""><br>
</span></span></span></p>
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<span style=""><span style=""><span style=""> </span>1. Cygnus-D: The Big Memory Supercomputer for HPC, Big Data and AI,
</span>Taisuke <span class="SpellE">Boku</span> from Univ. of Tsukuba (Japan)</span></p>
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<span style=""><span style=""><span style=""> </span>2. On the Horizon – Interconnects in Frontera and it’s coming replacement system,
</span>Dan Stanzione, TACC</span></p>
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<br>
<span style=""></span><span style=""><span style=""></span></span></p>
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<span style="">- Eight Tutorials and Demos</span><span style=""><span style=""><span style=""><br>
</span></span></span></p>
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<div>
<ol>
<li><span><span style=""><span style=""><span style=""></span>OPX- A High-Performance
<span class="SpellE">libfabrics</span> provider for Omni-Path Networks, Dennis Dalessandro, Cornelis Networks</span></span><span style=""><span style=""><span style=""><br>
</span></span></span></span></li><li><span style=""><span style=""><span style=""></span>Offloading Collective Operations to the BlueField DPU, Richard Graham, NVIDIA/Mella</span></span></li><li><span style=""><span style=""></span></span><span style=""><span style=""></span><span style="color:black">A Tutorial on HPC and ML Communication Benchmarking, Moshe Voloshin, Broadcom</span></span><span style=""><span style="color:black"><span style="">
</span><span style=""></span><br>
</span></span></li><li><span style=""><span style="color:black"><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Accelerating HPC Applications with MVAPICH2-DPU and Live Demos</span>, Donglai Dai and Kyle Schaefer, X-ScaleSolutions</span></span><span style=""><span style="color:black"><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000"><br>
</span></span></span></li><li><span style=""><span style="color:black"><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Boosting Performance of HPC Applications with MVAPICH2</span><b>,
</b>Hari Subramoni and Nat Shineman, The Ohio State University</span></span><span style=""><span style="color:black"><br>
</span></span></li><li><span style=""><span style="color:black">Visualize, Analyze, and Correlate Networking Activities for Parallel Programs on InfiniBand and HPC Clusters using the OSU INAM Tool, Hari Subramoni and Pouya Kousha, The Ohio State University</span></span><span style=""><span style="color:black"><br>
</span></span></li><li><span style=""><span style="color:black"><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">High Performance Machine Learning and Deep Learning with MVAPICH2</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Aamir Shafi and Arpan Jain</span>, The Ohio State University</span></span></li><li><span style=""><span style="color:black"> </span></span><span style=""><span style="color:black"><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Benchmarking Parallel Python and Java Applications using OMB and MVAPICH2</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Aamir Shafi and Nawras Alnaasan</span>, The Ohio State University<br>
</span></span></li></ol>
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<span style=""><span style="color:black"></span></span><br>
<span style=""><span style="color:black"></span></span></div>
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<span style="">- 18 Invited Talks <br>
</span></p>
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<ol>
<li><span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Overview of the MVAPICH Project and Future Roadmap</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Dhabaleswar K (DK) Panda, The Ohio State University</span></span></li><li>
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<span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000"></span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000;background-color:#ffff00"></span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Applying
MPI to Manage HPC-scale Datasets</span>, Adam Moody, Lawrence Livermore National Laboratory (LLNL)</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Aggressive Asynchronous Communication in the MOOSE framework using MVAPICH2</span>, Idaho National Laboratory (INL)</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">A Deep Dive into DPU Computing - Addressing HPC/AI Performance Bottlenecks</span>, Gilad Shainer, NVIDIA</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">DMA Software Support for Broadcom Ethernet NICs</span>, Hemal Shah, Broadcom</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">MVAPICH2 at Azure: Enabling High Performance on Cloud</span>, Jithin Jose, Microsoft Azure</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Cyberinfrastructure Research, Learning and Workforce Development (LWD) Programs at NSF</span>, Ashok Srinivasan, NSF</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Performance Engineering using MVAPICH and TAU</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Sameer Shende,</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);"> ParaTools and University of Oregon</span><br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Performance of Applications using MVAPICH2 and MVAPICH2-GDR on SDSC's Expanse Supercomputer</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Mahidhar Tatineni,
</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">San Diego Supercomputer Center (SDSC)</span><br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Introduction to Cornelis Networks and the Omni-Path Architecture</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Douglas Fuller</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); font-weight: 700; background-color: rgb(255, 255, 255);">,
</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">Cornelis Networks</span><br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Offloading MPI collectives to DPU in a real HPC application: the Xcompact3D proof-of-concept</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Filippo Spiga,</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);"> </span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">N</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">VIDIA</span><br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">HPC platform efficiency for large-scale workloads</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Martin Hilgerman,
</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">Dell
</span><br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">MVAPICH at the Cambridge Open Zettascale Lab</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Christopher Edsall,</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);"> </span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">U</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">niversity
of Cambridge, UK</span><br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">FFT Computation towards Exascale</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Alan Ayala</span> and
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Stan Tomov,</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">
</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">The University of Tennessee, Knoxville</span><br>
</span></p>
</li><li>
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<span style=""> Solving MPI Integration problems with Spack, <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
Greg Becker,</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">
</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">Lawrence Livermore National Laboratory</span> (LLNL)</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">MVAPICH2 at NERSC</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Shazeb Siddiqui (NERSC),
</span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#ff0000;font-weight:700"></span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Sameer Shende (ParaTools), and
</span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000;font-weight:700"></span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#0000ff;font-weight:700"></span><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Prathmesh
Sambrekar</span>, NERSC<br>
</span></p>
</li><li>
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<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Accelerating HPC and DL applications using MVAPICH2-DPU library and X-ScaleAI package</span>, Donglai Dai, X-ScaleSolutions</span></p>
</li><li>
<p class="MsoNormal elementToProof" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style=""> <span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">MPI4Spark: A High-Performance Communication Framework for Spark using MPI</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Aamir Shafi,</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">
</span><span style="font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);">The Ohio State University
</span><br>
</span></p>
</li></ol>
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<span style=""><br>
</span></p>
<p class="MsoNormal" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style="">- 12 Student Poster Presentations <br>
</span></p>
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<span style=""> </p>
<ol style="margin-top:0;margin-bottom:0;padding-inline-start:48px">
<li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Jurdana Masuma Iqrah, University of Texas at San Antonio, Auto-labeling Sea Ice and Open Water Segmentation and Classification for Sentinel-2 Satellite Imagery in Polar Regions</span></p>
</li><li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Ahmad Hossein Yazdani, Virginia Polytechnic Institute and State University, Profiling User I/O Behavior for Leadership Scale HPC Systems</span></p>
</li><li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Jordi Alcaraz Rodriguez, University of Oregon, Performance Engineering using MVAPICH and TAU via the MPI Tools Interface</span></p>
</li><li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Buddhi Ashan, Mallika Kankanamalage, The University of Texas at San Antonio, Heterogeneous Parallel and Distributed Computing for Efficient Polygon Overlay Computation over Large Polygonal
Datasets</span></p>
</li><li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Hasanul Mahmud, The University of Texas at San Antonio, Toward an Energy-efficient framework for DNN inference at the Edge</span></p>
</li><li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Sunyu Yao, Virginia Polytechnic Institute and State University, GenFaaS: Automated FaaSification of Monolithic Workflows</span></p>
</li><li dir="ltr" style="list-style-type:decimal;font-size:11pt;font-family:Calibri,sans-serif;color:#000000">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span>Yao Xu, Northeastern University, A Hybrid Two-Phase-Commit Algorithm in Checkpointing Collective Communications</span></p>
</li></ol>
</span><span style="">
<p dir="ltr" style="line-height:1.38;margin-top:12pt;margin-bottom:0pt"><span> 8. Christopher Holder, Florida State University, Layer 2 Scaling</span></p>
</span><span style=""></span><span style=""></span><span style="">
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span> 9. Nawras Alnaasan, The Ohio State University, OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries and Machine Learning Applications on HPC System</span></p>
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span> 10. Pouya Kousha, The Ohio State University, Cross-layer Visualization of Network Communication for HPC Clusters</span></p>
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span> 11. Shulei Xu, The Ohio State University, HPC Meets Clouds: MPI Performance Characterization & Optimization on Emerging HPC Cloud System</span></p>
<p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span> 12. Tu Tran, The Ohio State University, Designing Hierarchical Multi-HCA Aware Allgather in MPI</span></p>
</span>
<p></p>
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<span style=""></span><span style=""><br>
</span></p>
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<span style="">- 7 Short Talks (The MVAPICH group, The Ohio State University)</span></p>
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</p>
<ol>
<li><span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">High Performance MPI over Slingshot</span>, Kawthar Shafie Khorassani<br>
</span></li><li>
<p class="MsoNormal" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style="">Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters, Qinghua Zhou</span></p>
</li><li>
<p class="MsoNormal" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">“Hey CAI” - Conversational AI Enabled User Interface for HPC Tools</span>,
<span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Pouya Kousha</span><br>
</span></p>
</li><li>
<p class="MsoNormal" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Hybrid Five-Dimensional Parallel DNN Training for Out-of-core Models</span>, Arpan Jain</span></p>
</li><li>
<p class="MsoNormal" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Highly Efficient Alltoall and Alltoallv Communication Algorithms for GPU Systems
</span>, Chen-Chun Chen</span></p>
</li><li>
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<span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Network Assisted Non-Contiguous Transfers for GPU-Aware MPI Libraries</span>, Kaushik Kandadi Suresh</span></p>
</li><li>
<p class="MsoNormal" style="margin: 0in; font-size: 11pt; font-family: "Calibri", sans-serif;">
<span style=""><span style="font-size:11pt;font-family:Calibri,sans-serif;color:#000000">Towards Architecture-aware Hierarchical Communication Trees on Modern HPC Systems</span><br>
</span></p>
</li></ol>
<p></p>
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<span style="">The event is being held in a hybrid manner during August 22-24, 2022, in Columbus, Ohio, USA.</span></p>
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<span style=""> </span></p>
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<span style="">Interested in attending the conference? More information on registration (in-person and online), hotel accommodation, and travel is available from
</span><a href="http://mug.mvapich.cse.ohio-state.edu/" data-auth="NotApplicable"><span style="">http://mug.mvapich.cse.ohio-state.edu/</span><span style=""></span></a><span style=""></span></p>
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<span style="">Thanks, </span></p>
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<span style="">The MVAPICH Team</span></p>
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<span style="">The MUG conference is proud to be sponsored by Broadcom, Cornelis Networks, NSF, NVIDIA, Ohio Supercomputer Center, The Ohio State University, ParaTools, and X-ScaleSolutions.
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