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      <p>SymbioticLab focuses on <em>large-scale data systems</em> that can yield order-of-magnitude performance and efficiency improvements.
We tailor existing Big Data and AI/ML applications and design new ones to best leverage their underlying infrastructure.
This boils down to three operating regimes: single-microsecond latency <em>within a rack</em>, single-millisecond latency <em>within a datacenter</em>, and hundreds-of-milliseconds latency <em>across the world</em>.</p>
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<h2 id="news">News<a class="headerlink" href="#news"></a></h2>


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        <time itemprop="dateCreated"
              datetime="2025-04-22T23:05:10-04:00"
              content="2025-04-22">
          2025-04-22
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            <span itemprop="name">Mosharaf Delivered a Public Lecture and Q&A on Energy-Optimal AI at the Michigan Theater</span>
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              datetime="2025-04-15T10:58:34-04:00"
              content="2025-04-15">
          2025-04-15
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            <span itemprop="name">Thanks Slalom for Supporting Our Research</span>
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              datetime="2025-02-11T15:54:37-05:00"
              content="2025-02-11">
          2025-02-11
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            <span itemprop="name">Venn Accepted to Appear at MLSys'25. Congrats Jiachen, Eric, and Yiwen!</span>
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              content="2025-01-23">
          2025-01-23
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            <span itemprop="name">Mosharaf Receives David E. Liddle Research Excellence Award</span>
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              datetime="2024-11-14T20:33:34-05:00"
              content="2024-11-14">
          2024-11-14
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            <span itemprop="name">Thanks Google for Supporting Our Research</span>
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