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feed.xml

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<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.2.2">Jekyll</generator><link href="/feed.xml" rel="self" type="application/atom+xml" /><link href="/" rel="alternate" type="text/html" /><updated>2026-02-22T18:17:33-05:00</updated><id>/feed.xml</id><title type="html">Ordered Systems Lab at U-M</title><subtitle>This is the website for the Ordered Systems Lab (a.k.a Order Lab) at University of Michigan, led by Prof. Ryan Huang.</subtitle><entry><title type="html">Launching the OrderLab Blog</title><link href="/blog/2026/02/21/launching-orderlab-blog/" rel="alternate" type="text/html" title="Launching the OrderLab Blog" /><published>2026-02-21T00:00:00-05:00</published><updated>2026-02-21T22:14:27-05:00</updated><id>/blog/2026/02/21/launching-orderlab-blog</id><content type="html" xml:base="/blog/2026/02/21/launching-orderlab-blog/"><![CDATA[<p>We have added a dedicated blog to the lab website to share technical updates in a faster, more narrative format than conference papers.</p>
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<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.2.2">Jekyll</generator><link href="/feed.xml" rel="self" type="application/atom+xml" /><link href="/" rel="alternate" type="text/html" /><updated>2026-03-27T13:43:20-04:00</updated><id>/feed.xml</id><title type="html">Ordered Systems Lab at U-M</title><subtitle>This is the website for the Ordered Systems Lab (a.k.a Order Lab) at University of Michigan, led by Prof. Ryan Huang.</subtitle><entry><title type="html">Launching the OrderLab Blog</title><link href="/blog/2026/02/21/launching-orderlab-blog/" rel="alternate" type="text/html" title="Launching the OrderLab Blog" /><published>2026-02-21T00:00:00-05:00</published><updated>2026-02-21T22:14:27-05:00</updated><id>/blog/2026/02/21/launching-orderlab-blog</id><content type="html" xml:base="/blog/2026/02/21/launching-orderlab-blog/"><![CDATA[<p>We have added a dedicated blog to the lab website to share technical updates in a faster, more narrative format than conference papers.</p>
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<p>Posts here will usually cover:</p>
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index.html

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<h2 class="section-intro__title">News</h2>
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</div>
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<ul class="home-news-list">
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<li>
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<span class="home-news-list__date">Mar 2026</span>
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<span class="home-news-list__content">OpGuard is accepted to <a href="https://www.usenix.org/conference/osdi26">OSDI '26</a>! OpGuard introduces bitwise alignment for effectively debugging errors in production LLM training jobs.</span>
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</li>
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<span class="home-news-list__date">Dec 2025</span>
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<span class="home-news-list__content"><a href="https://osdi.dev/" target="_blank" rel="noopener">Yuzhuo</a> successfully defended his PhD thesis titled <b><i>"Operating System Support for Reliable Software"</i></b> and will join Google after graduation. Congratulations, Dr. Jing!</span>
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<p class="footer-text m-0 col-lg-8 col-md-12">
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Copyright &copy; OrderLab 2017-<script>
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document.write(new Date().getFullYear());
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</script> All rights reserved. | Last updated 2026-02-22 18:16:05 -0500.
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</script> All rights reserved. | Last updated 2026-03-27 13:41:59 -0400.
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news/index.html

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<section class="section-margin">
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<li>
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<span class="home-news-list__date">Mar 2026</span>
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<span class="home-news-list__content">OpGuard is accepted to <a href="https://www.usenix.org/conference/osdi26">OSDI '26</a>! OpGuard introduces bitwise alignment for effectively debugging errors in production LLM training jobs.</span>
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</li>
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<span class="home-news-list__date">Dec 2025</span>
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<span class="home-news-list__content"><a href="https://osdi.dev/" target="_blank" rel="noopener">Yuzhuo</a> successfully defended his PhD thesis titled <i>"Operating System Support for Reliable Software"</i> and will join Google after graduation. Congratulations, Dr. Jing!</span>
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<p class="footer-text m-0 col-lg-8 col-md-12">
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Copyright &copy; OrderLab 2017-<script>
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</script> All rights reserved. | Last updated 2026-02-21 19:15:56 -0500.
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</script> All rights reserved. | Last updated 2026-03-27 13:41:59 -0400.
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pubs/index.html

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<h2 id="publications">2026</h2>
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<ul class="publications">
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<a target="_blank" href="/">OpGuard: Bitwise Alignment for Precise and General Debugging of Production LLM Training</a><br>
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<span class="authorlist"><i><a href="https://ziming-zh.github.io" class="nodec">Ziming Zhou</a>, </i><i>Yinjie Zhao, </i><i>Hang Zhu, </i><i>Wenxiao Wang, </i><i>Zhihao Bai, </i><i>Yun Zhang, </i><i>Shuguang Wang, </i><i>Haibin Lin, </i><i><a href="https://web.eecs.umich.edu/~ryanph" class="nodec">Peng Huang</a><br></i></span>
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<a target="_blank" href="https://www.usenix.org/conference/osdi26" class="conf"><b>OSDI 2026</b></a>&nbsp;&nbsp;<a target="_blank" class="btn btn-outline-primary publinkitem" href="/">citation</a>
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<h2 id="publications">2025</h2>
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<a target="_blank" href="/paper/traincheck-osdi25-preprint.pdf">Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks</a><br>
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<span class="authorlist"><i><a href="https://essoz.github.io" class="nodec">Yuxuan Jiang</a>, </i><i>Ziming Zhou, </i><i>Boyu Xu, </i><i>Beijie Liu, </i><i>Runhui Xu, </i><i><a href="https://web.eecs.umich.edu/~ryanph" class="nodec">Peng Huang</a><br></i></span>
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<span class="authorlist"><i><a href="https://essoz.github.io" class="nodec">Yuxuan Jiang</a>, </i><i><a href="https://ziming-zh.github.io" class="nodec">Ziming Zhou</a>, </i><i>Boyu Xu, </i><i>Beijie Liu, </i><i>Runhui Xu, </i><i><a href="https://web.eecs.umich.edu/~ryanph" class="nodec">Peng Huang</a><br></i></span>
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<a target="_blank" href="https://www.usenix.org/conference/osdi25" class="conf"><b>OSDI 2025</b></a>&nbsp;&nbsp;<a target="_blank" class="btn btn-outline-primary publinkitem" href="/paper/traincheck-osdi25.bib">citation</a>
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&nbsp;&nbsp;<a target="_blank" role="button" class="btn btn-outline-primary publinkitem" href="/slides/traincheck_osdi25_slides.pdf">slides</a>&nbsp;&nbsp;<a target="_blank" class="btn btn-outline-primary publinkitem" href="https://github.com/OrderLab/TrainCheck">software</a>&nbsp;&nbsp;<a target="_blank" role="button" class="btn btn-outline-primary publinkitem" href="https://www.arxiv.org/abs/2506.14813">arXiv</a><br><div class="press"><b>Coverage:</b> <a target="_blank" href="https://cse.engin.umich.edu/stories/improving-ai-models-automated-tool-detects-silent-errors-in-deep-learning-training">CSE News</a>, <a target="_blank" href="https://news.engin.umich.edu/2025/07/improving-ai-models-automated-tool-detects-silent-errors-in-deep-learning-training">Michigan Engineering News</a>, <a target="_blank" href="https://techxplore.com/news/2025-07-ai-automated-tool-silent-errors.html">Tech Xplore</a> </div>
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<a target="_blank" href="http://opera.ucsd.edu//paper/osdi16-pcheck.pdf">Early Detection of Configuration Errors to Reduce Failure Damage</a>&nbsp;&nbsp;&nbsp;<b style="color:green">[Best Paper Award]</b><br>
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<a target="_blank" href="http://opera.ucsd.edu/paper/osdi16-pcheck.pdf">Early Detection of Configuration Errors to Reduce Failure Damage</a>&nbsp;&nbsp;&nbsp;<b style="color:green">[Best Paper Award]</b><br>
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<span class="authorlist"><i><a href="http://cseweb.ucsd.edu/~tixu" class="nodec">Tianyin Xu</a>, </i><i><a href="http://cseweb.ucsd.edu/~x7jin" class="nodec">Xinxin Jin</a>, </i><i><a href="https://web.eecs.umich.edu/~ryanph" class="nodec">Peng Huang</a>, </i><i><a href="http://cseweb.ucsd.edu/~yyzhou" class="nodec">Yuanyuan Zhou</a>, </i><i><a href="http://people.cs.uchicago.edu/~shanlu" class="nodec">Shan Lu</a>, </i><i>Long Jin, </i><i>Shankar Pasupathy<br></i></span>
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<a target="_blank" href="https://www.usenix.org/conference/osdi16" class="conf"><b>OSDI 2016</b></a>&nbsp;&nbsp;<a target="_blank" class="btn btn-outline-primary publinkitem" href="/paper/pcheck.bib">citation</a>
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<a target="_blank" href="http://opera.ucsd.edu//paper/osdi12-errlog.pdf">Be Conservative: Enhancing Failure Diagnosis with Proactive Logging</a><br>
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<a target="_blank" href="http://opera.ucsd.edu/paper/osdi12-errlog.pdf">Be Conservative: Enhancing Failure Diagnosis with Proactive Logging</a><br>
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<span class="authorlist"><i><a href="http://www.eecg.toronto.edu/~yuan" class="nodec">Ding Yuan</a>, </i><i>Soyeon Park, </i><i><a href="https://web.eecs.umich.edu/~ryanph" class="nodec">Peng Huang</a>, </i><i>Yang Liu, </i><i>Michael M. Lee, </i><i>Xiaoming Tang, </i><i><a href="http://cseweb.ucsd.edu/~yyzhou" class="nodec">Yuanyuan Zhou</a>, </i><i><a href="http://cseweb.ucsd.edu/~savage" class="nodec">Stefan Savage</a><br></i></span>
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<a target="_blank" href="http://www.usenix.org/events/osdi12" class="conf"><b>OSDI 2012</b></a>&nbsp;&nbsp;<a target="_blank" class="btn btn-outline-primary publinkitem" href="/paper/errlog.bib">citation</a>&nbsp;&nbsp;<a target="_blank" class="btn btn-outline-primary publinkitem" href="http://opera.ucsd.edu/errlog.htm">dataset</a>
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Copyright &copy; OrderLab 2017-<script>
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</script> All rights reserved. | Last updated 2026-03-27 13:35:34 -0400.
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