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    <title>Distributed System Testing on Ao Li</title>
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      <title>Deterministic Simulation Testing for Distributed Systems: The Good, the Bad, and the Ugly</title>
      <link>https://aoli.al/blogs/diorama/</link>
      <pubDate>Sun, 31 May 2026 00:00:00 +0000</pubDate>
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      <description>&lt;h1 id=&#34;deterministic-simulation-testing-for-distributed-systems-the-good-the-bad-and-the-ugly&#34;&gt;Deterministic Simulation Testing for Distributed Systems: The Good, the Bad, and the Ugly&lt;/h1&gt;&#xA;&lt;p&gt;During my PhD, I built &lt;a href=&#34;https://github.com/cmu-pasta/fray&#34;&gt;Fray&lt;/a&gt;, a deterministic simulation testing framework for concurrent programs written in Java. Fray was quite successful and has found &lt;a href=&#34;https://github.com/cmu-pasta/fray/blob/main/docs/bugs.md&#34;&gt;many bugs&lt;/a&gt; in mature concurrent programs. As an academic, a natural question for me was: can we use a similar idea to test distributed systems? This led to the last chapter of my PhD thesis: &lt;a href=&#34;https://github.com/cmu-pasta/diorama-core&#34;&gt;Diorama&lt;/a&gt;, a deterministic simulation testing framework for distributed systems.&lt;/p&gt;</description>
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