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<p class="MsoNormal"><span style="color:#212121">Colleagues,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#212121"> The MIT organized (in cooperation with SIAM) IEEE High Performance Extreme Computing (<a href="https://ieee-hpec.org/" title="https://ieee-hpec.org/"><span style="color:#0078D4">HPEC</span></a>) free virtual
conference (Sep 15-19) features 150+ presentations (see <a href="https://ieee-hpec.org/index.php/ieee-hpec-2025-prelim-agenda/" title="https://ieee-hpec.org/index.php/ieee-hpec-2025-prelim-agenda/"><span style="color:#0078D4">agenda</span></a>)<span class="apple-converted-space"> </span>with
many talks on AI, Cyber, Supercomputing, Big Data, and much more. Register now at <a href="https://ieee-hpec.org/" title="https://ieee-hpec.org/"><span style="color:#0078D4">IEEE-HPEC.org</span></a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#212121"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:#212121">Today’s highlights include<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#212121"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Day 5 Keynote:</span></b><span style="color:#005D86;background:#FEFEFF"> </span><span style="color:#6A9AFF">Prof.<span class="apple-converted-space"> </span>Bill Gropp </span><span style="color:#005D86">(NCSA
Director; AAAS, ACM, IEEE, NAE & SIAM Fellow) – Performance Engineering with MPI</span><span style="color:#212121"><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Special Session</span></b><span style="color:#005D86">: <a href="https://icl.utk.edu/users/luszczek/conf/2025/hpec/" title="https://icl.utk.edu/users/luszczek/conf/2025/hpec/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Age
of Mixed-Precision: Algorithms, Libraries, and Applications</span></a>; organizer: Dr. Piotr Luszczek (MIT LLSC & UTK ICL)<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk: </span></b><span style="color:#005D86"><a href="https://people.csail.mit.edu/devadas/" title="https://people.csail.mit.edu/devadas/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Prof.
Srini Devadas</span></a> (MIT EECS; ACM & IEEE & Fellow) – <i>Private<span class="apple-converted-space"> </span>Database Analytics with PAC Privacy</i><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk: </span></b><span style="color:#005D86"><a href="https://beerys.github.io/" title="https://beerys.github.io/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Prof.
Sara Beery</span></a> (MIT EECS & CSAIL) – <i>AI<span class="apple-converted-space"> </span>and Biodiversity</i><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk</span></b><span style="color:#005D86">: <a href="https://www.shibaura-it.ac.jp/en/research/laboratory/00163.html" title="https://www.shibaura-it.ac.jp/en/research/laboratory/00163.html"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Prof.
Katsuhisa Ozaki</span></a> (Shibaura Institute of Technology) – <em><span style="font-family:"Aptos",sans-serif">Emulation Method for Matrix</span></em><span class="apple-converted-space"><i> </i></span><em><span style="font-family:"Aptos",sans-serif">Multiplication</span></em><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk</span></b><span style="color:#005D86">: <a href="https://hartwiganzt.github.io/" title="https://hartwiganzt.github.io/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Prof.
Hartwig Anzt</span></a> (Computational Math Chair TU Munich) – <i>Is<span class="apple-converted-space"> </span>Mixed Precision Computing Really the Top Priority?</i><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk</span></b><span style="color:#005D86">: <a href="http://www.johngustafson.net/" title="http://www.johngustafson.net/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Dr.
John Gustafson</span></a> (ASU; IEEE Golden Core, Gordon Bell Award) – <i>Why<span class="apple-converted-space"> </span>Exact Dot Products Obviate the Need for Mixed Precision</i><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk</span></b><span style="color:#005D86">: <a href="https://cemse.kaust.edu.sa/profiles/hatem-ltaief" title="https://cemse.kaust.edu.sa/profiles/hatem-ltaief"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Dr.
Hatem Ltaief</span></a> (KAUST; ACM Gordon Bell Prize) – <i>Mixed<span class="apple-converted-space"> </span>Feelings about Mixed Precisions</i><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk</span></b><span style="color:#005D86">: <a href="https://www.durham.ac.uk/staff/tobias-weinzierl/" title="https://www.durham.ac.uk/staff/tobias-weinzierl/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Prof.
Tobias Weinzierl</span></a> (Durham University) – <i>Mixed<span class="apple-converted-space"> </span>Precision or Mixed Storage?</i><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:1.0in;text-indent:-.25in;mso-list:l0 level1 lfo1;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#005D86"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:#005D86">Invited Talk</span></b><span style="color:#005D86">: <a href="https://william-dawson.github.io/" title="https://william-dawson.github.io/"><span style="font-family:Oswald;color:#6A9AFF;text-decoration:none">Dr.
William Dawson</span></a> (RIKEN) – <i>Reducing<span class="apple-converted-space"> </span>Numerical Precision Requirements in Quantum Chemistry</i><o:p></o:p></span></p>
<h2 style="margin:0in;mso-line-height-alt:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<u><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">Friday, September 19</span></u><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h3 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-K: Keynote Session (10:30-11:00)<o:p></o:p></span></h3>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Co-Chairs:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> J.<span class="apple-converted-space"> </span>Kepner
& A. Reuther </span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><em><span style="font-size:12.0pt;font-family:Roboto;color:black">Keynote Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Performance Engineering with MPI<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Bill Gropp</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (NCSA)<o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h3 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-1: Mixed Precision Session (11:00-12:15)<o:p></o:p></span></h3>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Co-Chairs:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> P.<span class="apple-converted-space"> </span>Luszczek
& C. Byun </span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Is Mixed Precision Computing really the
Top Priority?<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Hartwig Anzt</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (TU Munich)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Reducing Numerical Precision Requirements in Quantum Chemistry Calculations<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">William Dawson</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (RIKEN)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Why Exact Dot Products Obviate the Need for Mixed Precision<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">John Gustafson</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (ASU)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Mixed Feelings about Mixed Precision<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Hatem Ltaief</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (KAUST)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Mixed Precision or Mixed Storage? User-Guided Compiler Transformations to Change the Data Layout On-the-Fly<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Tobias Weinzierl</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (Durham Univ.)<o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h3 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-2: Mixed Precision Session (12:30-13:45)<o:p></o:p></span></h3>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Co-Chairs:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> P.<span class="apple-converted-space"> </span>Luszczek
& R. Muri </span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Emulation Method for Matrix Multiplication<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Katsuhisa Ozaki</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (Shibaura Inst. of Tech.)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">A variable-precision implementation of the ADER-DG algorithm<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Marc Marot-Lassauzaie</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Michael Bader (Tech. Univ. Munich)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">GPU-Accelerated, Mixed Precision GMRES(m) with Varied Restarts [Outstanding Student Paper Award]<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Abir Haque</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Suzanne Shontz, Xuemin Tu (Univ. of Kansas)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Performance and Numerical Aspects of Decompositional Factorizations with FP64 Floating-Point Emulation in INT8<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Piotr Luszczek</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Vijay Gadepally, LaToya Anderson, William Arcand, David Bestor, William
Bergeron, Alex Bonn, Daniel J. Burrill, Chansup Byun, Michael Houle, Matthew Hubbell, Michael Jones, Peter Michaleas, Guillermo Morales,<span class="apple-converted-space"> </span>Julia Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Charles Yee, Jeremy
Kepner (MIT Lincoln Laboratory)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Adaptive Spectral Block Floating Point for Discontinuous Galerkin Methods<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Shivam Sundriyal</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Markus Büttner (Univ. of Bayreuth), Christoph Alt, Tobias Kenter
(Paderborn Univ.), Vadym Aizinger (Univ. of Bayreuth)<o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h3 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-P2 (13:45-14:45): Embedded & GPU Poster Session<o:p></o:p></span></h3>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Chair(s)/Host(s):</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> S.<span class="apple-converted-space"> </span>Shankar
</span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black">Decision Support for Sustainable Agriculture Using I2C Sensors<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Anita Esmaeilian</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Kishwar Ahmed (Univ. of Toledo)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">ORB Feature Extraction on Embedded Platforms: A Heterogeneous CPU-GPU-PVA Approach<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Hamid Moghadaspour</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (Univ. of Coimbra), Nuno Neves (Univ. of Lisbon), Oscar Ferraz,
Gabriel Falcao (Univ. of Coimbra)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Optimizing Machine Learning Models through LLVM and MLIR<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Dr. Jyothi A.P., <i>Sarthak Sharma</i>, Diviyam Pathak, Kirti Singh, Varun Chugh (Ramaiah Univ.)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Accelerating Temporal Triangle Counting and Betweenness Centrality on GPUs<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Tuteja Trimansingh Parvindersingh</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Venkata Kalyan Tavva (IIT Ropar), Subhasis Banerjee,
Chiranjib Sur (Shell India Markets Pvt. Ltd.)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">SCoDa: Scalable Community Detection in Data Streams<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Akanksha Dwivedi</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Prashant Srivastav, Dip Sankar Banerjee (IIT Jodhpur)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">CTAM Tool for Hyperscaler Qualification<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Tommy Yan, Rajat Madhusudan, <i>Vani Pulendra, Anna Mary Mathew</i> (Silicon Cloud HIE)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Emotion Detection Using Face Expression and Heart Rate to alert Gamers<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Nithya T, Nandhini S, <i>Priya Keerthana</i>, Sakthi M, Monish S (Velalar Col. of Engr. And Tech.)<o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h3 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-3: Cyber Analysis and Secure Computing Session (14:15-15:30)<o:p></o:p></span></h3>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Co-Chairs:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> D.<span class="apple-converted-space"> </span>Cousins
& R. Vuduc </span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> Private Database Analytics with PAC Privacy<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Srini Devadas</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (MIT)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Accelerating Multi-Party Computation Using Heterogeneous Systems [Outstanding Student Paper Award]<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Xiteng Yao</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Shining Yang, Mayank Varia, Martin Herbordt (Boston Univ.)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Optimizing Local Computation in Secure Matrix Multiplication for Outsourced Neural Networks [Outstanding Paper Award]<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">J. Parker Diamond, <i>Andrea Lin</i>, R. Nicholas Cunningham (MIT Lincoln Laboratory), Soamar Homsi (AFRL), John Darby Mitchell, Aseemit Pandey, Emily Shen (MIT Lincoln Laboratory)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">A Framework For The Iterative Solution of Sparse Linear Systems on Hybrid Architectures Using Homomorphic Encryption<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Lior Horesh, <i>Vasileios Kalantzis</i>, Barry M. Trager, Shashanka Ubaru (IBM Research)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Secure Virtual Network Embedding Through Fully Homomorphic Encryption<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">David Bruce Cousins</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Carlo Pascoe (Duality Tech.), Erik Kline (USC)<o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
<h3 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-4: Embedded Computing Session (15:45-17:15)<o:p></o:p></span></h3>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline;box-sizing: border-box;outline: 0px">
<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Co-Chairs:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> D.<span class="apple-converted-space"> </span>Cousins
& E. Schnetzer </span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><em><span style="font-size:12.0pt;font-family:Roboto;color:black">Invited Talk:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black"> AI and Biodiversity<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Sara Beery</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (MIT)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">On the Adaptation of Mixed-Radix Fast Fourier Transform for Resource-Constrained Environments [Outstanding Student Paper Award]<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Atharva Gondhalekar</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Paul Sathre, Wu-chun Feng (Virginia Tech)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Comparative Analysis of RISC-V Softcore and Hardcore Processors for Space Computing [Outstanding Student Paper Award]<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Ni Nyoman Dhinar Gayatri</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Alan D. George (Univ. of Pittsburgh)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">TRACER Software Switching at Waveform Timescales<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Connor Imes, <i>Dong In D. Kang</i>, Matthew French, John Paul Walters (USC Information Sciences Institute)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">Hardware-Accelerated Transformer Framework for Real-Time Battery SoH Estimation<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Talha Coskun</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (Univ. of Illinois Urbana-Champaign), Hiruna Vishwamith (Univ. of Moratuwa),
Murat Isik (Stanford Univ.), I. Can Dikmen (Istinye Univ.)<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.25in;line-height:15.6pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:Roboto;color:black">A Qualifiable GPU Sharing Approach for AI Workloads in Critical Systems<o:p></o:p></span></h2>
<h2 style="mso-margin-top-alt:0in;margin-right:.25in;margin-bottom:12.0pt;margin-left:.5in;line-height:15.6pt;vertical-align:baseline">
<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Marc Solé i Bonet</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Jannis Wolf (Barcelona Supercomputing Ctr.), Aridane Álvarez Suárez
(fentISS), Leonidas Kosmidis (Barcelona Supercomputing Ctr.)<o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> </span><span style="font-size:19.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal"><o:p></o:p></span></h2>
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<span style="font-size:15.0pt;font-family:Oswald;color:#4A6D6A;font-weight:normal">5-5: AI for Performance Engineering Session (17:30-19:30)<o:p></o:p></span></h3>
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<em><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Organizers:</span></em><span style="font-size:12.0pt;font-family:Roboto;color:black;background:white;font-weight:normal"> H.<span class="apple-converted-space"> </span>Nguyen
& D. Burrill </span><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"><o:p></o:p></span></h2>
<h2 style="margin:0in;line-height:15.6pt;vertical-align:baseline"><span style="font-size:12.0pt;font-family:Roboto;color:black">UniPar: A Unified LLM-Based Framework for Parallel and Accelerated Code Translation in HPC [Outstanding Student Paper Award]<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Tomer Bitan (Technion), Tal Kadosh (Ben-Gurion Univ. / IAEC), Erel Kaplan, Shira Meiri (Technion), Le Chen (Argonne NL), Peter Morales, Niranjan Hasabnis (Code Metal), <i>Gal Oren</i> (Stanford
Univ.)<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black">Web-Based Intelligent Decision Support System for Real-Time Toll Plaza Management and AI-Driven Operational Optimization<o:p></o:p></span></h2>
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<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Pattarapon Klaykul</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Wilaiporn Lee, Kanabadee Srisomboon, Luepol Pipanmekaporn, Akara
Prayote (King Mongkut’s Univ.)<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black">CRAMP: Categorizing Classifiers and Regressors for Scalable Parallelism on Distributed and Multicore Systems<o:p></o:p></span></h2>
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<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Baidya Nath Saha</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Pavan Sarvaiya, Wali Mohammad Abdullah, Md. Morshedul Islam (Concordia
Univ. of Edmonton)<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black">RAILS: Retrieval-Augmented Intelligence for Learning Software Development<o:p></o:p></span></h2>
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<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Wali Mohammad Abdullah</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Md. Morshedul Islam, Devraj Parmar, Happy Hasmukhbhai Patel,
Sindhuja Prabhakaran, Baidya Saha (Concordia Univ. of Edmonton)<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black">Towards Automated Reasoning Chains for Verification of LLM-Generated Scientific Code<o:p></o:p></span></h2>
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<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Quentin Oschatz</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">, Naifeng Zhang (Carnegie Mellon Univ.), Mike Franusich (SpiralGen),
Franz Franchetti (Carnegie Mellon Univ.)<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black">P4OMP: Retrieval-Augmented Prompting for OpenMP Parallelism in Serial Code<o:p></o:p></span></h2>
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<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Wali Mohammad Abdullah</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (Concordia Univ. of Edmonton), Azmain Kabir (Univ. of Manitoba)<o:p></o:p></span></h2>
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<span style="font-size:12.0pt;font-family:Roboto;color:black">Towards -OmL: A Deep Learning Based Approach to Outperform Compiler Defaults<o:p></o:p></span></h2>
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<i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal">Hafsah Shahzad</span></i><span style="font-size:12.0pt;font-family:Roboto;color:black;font-weight:normal"> (Boston Univ.), Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper (Red
Hat), Martin Herbordt (Boston Univ.)<o:p></o:p></span></h2>
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<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:none">Ian Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:none">Faculty Support<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;color:black;mso-ligatures:none">Department of Mathematics, MIT<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:none">Phone: (617) 258-6283<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:none">Office: 2-372<o:p></o:p></span></p>
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