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Colleagues,<br>
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<div>  Please share with your colleagues.  The MIT organized High Performance Extreme Computing (<a href="https://ieee-hpec.org/">HPEC</a>) free virtual conference (Sep 14-18) features 200+ presentations (see <a href="https://ieee-hpec.org/ieee-hpec-2026-agenda/">agenda</a> );
 many on the latest developments in AI.  Register now at <a href="http://ieee-hpec.org/">IEEE-HPEC.org</a></div>
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<div>Regards.  -Albert & Jeremy (IEEE HPEC Co-Chairs)</div>
<div>hpec@ieee-hpec.org</div>
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<u>Sep 16 Highlights</u></h2>
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HPEC Keynote Speaker</h2>
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<a href="https://www.linkedin.com/in/chris-cj-newburn-17997712/" target="_blank" rel="noopener" style="font-family: Oswald, sans-serif; font-size: 16px; font-style: inherit; box-sizing: border-box; text-decoration: none; color: rgb(106, 154, 255); transition: 0.2s linear; box-shadow: none; line-height: 1px;">Dr.
 CJ Newburn</a><span style="font-family: Roboto, sans-serif; font-size: 16px; font-style: inherit;"> (Nvidia Distinguished Engineer; NVIDIA IO and HPC software strategy architect)</span><font face="Roboto, sans-serif" size="3"><span style="font-style: inherit;"> – </span><i>GPU-initiated
 data access: a disruption to the storage industry</i></font></li></ul>
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HPEC Special Sessions</h2>
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 Tutorial: Accelerating AI and other workloads on GPUs, CPUs, and QPUs</a>; organizers: Prof. Franz Franchetti and Naifeng Zhang (<a href="http://www.spiral.net/tutorial-spiral.html" target="_blank" rel="noopener" style="box-sizing: border-box; text-decoration: none; color: rgb(106, 154, 255); transition: 0.2s linear; box-shadow: none; font-family: Oswald, sans-serif; line-height: 1px;">http://www.spiral.net/tutorial-spiral.html</a>)</li><li style="box-sizing: border-box; border: 0px; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
<a href="https://graphchallenge.mit.edu/" target="_blank" rel="noopener" style="box-sizing: border-box; text-decoration: none; color: rgb(106, 154, 255); transition: 0.2s linear; box-shadow: none; font-family: Oswald, sans-serif; line-height: 1px;">MIT/Amazon/IEEE
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HPEC Best Paper</h2>
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SNAP-FM: Sparse Nonlinear Accelerated Projection for Physics-Constrained Generative Modeling [Outstanding Paper Award]</dt><dd style="box-sizing: border-box; border: 0px; margin: 0px 1.5em 1em; outline: 0px; padding: 0px; vertical-align: baseline;">
<font size="3"><i>Alaina Kolli, Theodoros Xenakis, Utkarsh Utkarsh, Pengfei Cai, Rafael Gomez-Bombarelli, Alan Edelman, Christopher V. Rackauckas</i><span style="font-style: inherit;"> (MIT)</span></font></dd></dl>
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HPEC Outstanding Papers</h2>
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CREDIT: Cost-guided Reduction-reuse with Efficient DSMEM Inter-CTA Tiling [Outstanding Paper Award]</dt><dd style="font-style: inherit; font-weight: 400; font-family: Helvetica; box-sizing: border-box; border: 0px; margin: 0px 1.5em 1em; outline: 0px; padding: 0px; vertical-align: baseline;">
<i style="box-sizing: border-box;">Zhengxiong Li</i>, Tsung-Wei Huang, Umit Ogras (Univ. of Wisconsin)</dd></dl>
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IEEE/Amazon/MIT Graph Challenge Awards</h2>
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<strong>Champions</strong></p>
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<li style="margin-top: 0.5rem;"><em>DUET: Efficient Subgraph Matching on a Practical Heterogeneous GPU-PIM Platform</em> – Yiheng Yang, Yi Zhang, Yu Huang, Deting Chen, Qihang Qiu, Long Zheng, Xiaofei Liao, Hai Jin (Huazhong Univ. of Science and Tech.)</li><li style="margin-top: 0.5rem;">FOAMS: Efficient Anonymized Network Sensing using Compact Matrix <span style="text-decoration-line: underline;">Fo</span>rmat <span style="text-decoration-line: underline;">a</span>nd <span style="text-decoration-line: underline;">M</span>ulti-<span style="text-decoration-line: underline;">S</span>tage
 Pipeline Parallelism – Jun Mai, Qinggang Wang (Huazhong Univ. of Science and Tech.), Haonan Wu (Boston Univ.), Pengcheng Yao, Yu Huang, Long Zheng, Xiaofei Liao, Hai Jin (Huazhong Univ. of Science and Tech.)</li></ul>
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<strong>Student Innovation Awards</strong></p>
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<li style="margin-top: 0.5rem;">MPI-Leiden: Fully Distributed Community Detection for Very Large Graphs – Pavel Serhiayenka, Alan George (Univ. of Pittsburgh)</li><li style="margin-top: 0.5rem;">Processing Network Sensing Data with the Gmap Graph System – Daniel Osei, Chanaka Hettige, Martin Swany (Indiana Univ.)</li></ul>
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