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<title>Professor Edward A. Lee</title>
<meta name="Description" content="Personal Home Page" />
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<!-- <img alt="" src="img/e_jbl_011304_softwalls217.jpg" width="336" height="220"></td>-->
<a href="images/eal22.jpg">
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<b>Prof. Edward A. Lee</b><br>
Professor of the Graduate School<br>
Distinguished Professor Emeritus<br>
<a href="http://www.berkeley.edu/">University of California at Berkeley</a><br>
<a href="http://www.eecs.berkeley.edu/">EECS Department</a><br>
545Q Cory Hall, Berkeley CA 94720-1770<br>
<!--
Chief Scientist
<a href="https://www.xronos.com">Xronos Inc.</a><br>
Berkeley, CA, USA<br>
Also:
Visiting Professor, Mälardalen University, <a href="http://www.es.mdh.se/">Embedded Systems Group</a>, Sweden (Feb-Sep, 2018)
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<p><!--<font face="Arial, Helvetica, sans-serif" size="2">-->
Email: eal at berkeley.edu<br>
Office hours: by appointment<br>
<!-- Photo by <a href="http://www.rusi-ko.com/">Rusi Mchedlishvili</a><br> -->
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</table>
<p>
<table>
<tr><td class="title">Book</td><td>Work in progress: <a href="books/DC/DeterministicConcurrency_Digital_01.pdf">Deterministic Concurrency</a>, incomplete book draft as of Jan. 4, 2026</td></tr>
<!--
<tr><td class="title">Paper</td><td>If you read just one of my papers, let it be <a href="https://dl.acm.org/doi/10.1145/3453652">Determinism</a>, May. 2021</td></tr>
<tr><td class="title">Honor</td><td><a href="honorarydegree.html">Honorary Doctorate in Computer Science</a>, TU Vienna, May, 2022</td></tr>
<tr><td class="title">Edited Book</td><td><a href="https://caiml.dbai.tuwien.ac.at/dighum/perspectives-on-digital-humanism/">Perspectives on Digital Humanism</a>, Nov. 2021</td></tr>
-->
<tr><td class="title">Book</td><td><a href="https://mitpress.mit.edu/books/coevolution"><i>The Coevolution: The Entwined Futures of Humans and Machines</i></a>. 2020.
<b>Now <a href="books/TheCoevolution.pdf">open access</a>!
<!--
(<a href="https://youtu.be/Rsss-zqFt8g">video overview</a>, <a href="https://newbooksnetwork.com/the-coevolution-the-entwined-futures-of-humans-and-machines">interview</a>, and <a href="books/TheCoevolution_Chapter14.pdf">sample chapter</a>) April 2021.
-->
</td></tr>
<!--
<tr><td class="title">Videos</td><td><a href="https://esweek.lf-lang.org">Tutorial on Lingua Franca</a>, Oct. 2021</td></tr>
<li><b style="color:red">New:</b>
Book published:
<i><a href="https://link.springer.com/book/10.1007/978-3-319-95246-8">Principles of Modeling: Essays Dedicated to Edward A. Lee on the Occasion of His 60th Birthday</a></i>,
Edited by Marten Lohstroh, Patricia Derler, and Marjan Sirjani,
Springer, LNCS, volume 10760, 2018.
</li>
-->
<tr><td class="title">Book</td><td><i><a href="http://platoandthenerd.org">Plato and the Nerd: The Creative Partnership of Humans and Technology</a></i>.
2017.
<b>Now <a href="pnerd/PlatoAndTheNerd.pdf">open access</a>!
<!--
<a href="https://www.podomatic.com/podcasts/technation/episodes/2017-12-07T04_27_52-08_00">NPR interview</a>, <a href="https://youtu.be/WBlWc6fJL_c">short</a> and <a href="https://youtu.be/Ts0iK1iuTK4">longer video</a>.
-->
</td></tr>
<tr><td class="title">Book</td><td><i><a href="http://leeseshia.org">Introduction to Embedded Systems: A Cyber-Physical Systems Approach</a></i>, 2017.</td></tr></table>
<p>
<table>
<tr class="narrow">
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<b>General Information</b>
<p>
<ul>
<li> <a href="research.html">Research</a>, <a href="news.html" target="body">News</a>, <a href="biog.html">Biography</a>, <a href="https://www.youtube.com/c/EdwardLeeAtBerkeley">YouTube channel</a>, <a href="EALresume.pdf">CV</a>, and <a href="teaching.html">Teaching</a>, <a href="viewpoints.html">Blog</a>.<!-- and <a href="reviews.html">Reviews</a>. --></li>
<li> <a href="publications.html">Complete publications</a> and <a href="topics.html">selected publications organized by topic</a>.</li>
<li> Media:
<a href="https://en.wikipedia.org/wiki/Edward_A._Lee">Wikipedia</a>,
<a href="https://www.linkedin.com/in/edward-lee-8b61195/">LinkedIn</a>.
<!--
<a href="https://www.facebook.com/edward.a.lee.12">Facebook</a>,
<a href="https://twitter.com/LeeEdwardA">Twitter</a> (@LeeEdwardA),
<a href="https://www.instagram.com/edward_ashford_lee/">Instagram</a>.
-->
</li>
<li> <a href="http://www.eecs.berkeley.edu/Faculty/Homepages/lee.html">Official department home page</a>.</li>
<li> <a href="visitors.html">Information for prospective visitors and/or interns</a>.</li>
<!--
<li> <a href="https://www.doradolist.com/edward-lee.html">Recommended books</a>.</li>
<li> <a href="http://chess.eecs.berkeley.edu/ptolemy">Information for members of my research group</a>.</li>
-->
</ul>
</p>
<b> Research Projects</b>
<p>
<ul>
<li><a href="https://lf-lang.org">Lingua Franca</a>, a coordination language for distributed real-time systems.
<li><a href="http://icyphy.org/"> The iCyPhy (Industrial Cyber-Physical Systems) Consortium</a>.</li>
<li><a href="http://ptolemy.eecs.berkeley.edu/"> The Ptolemy Project</a>: Research on model-based design.</li>
<!--<li><a href="http://terraswarm.org/"> The TerraSwarm Research Center</a>.</li>-->
<!--<li><a href="http://swarmlab.eecs.berkeley.edu/" target="_top">The Ubiquitous SwarmLab</a>.</li>-->
<!-- <li> <a href="http://chess.eecs.berkeley.edu">CHESS</a>: Center for Hybrid and Embedded Software Systems.</li>-->
<!-- <li><a href="http://CyberPhysicalSystems.org">Cyber-Physical Systems</a>: A research taxonomy.</li>-->
</ul>
</p>
<b> Software </b>
<p>
<ul>
<li><a href="https://lf-lang.org">Lingua Franca</a></li>
<li><a href="http://ptolemy.org/ptolemyII/">Ptolemy II</a></li>
</ul>
</p>
<b> Talks, Interviews, and Debates </b>
<p>
<ul>
<li> See <a href="news.html">News</a>
</ul>
<!--
<ul>
<li> <a href="https://newbooksnetwork.com/the-coevolution-the-entwined-futures-of-humans-and-machines">The Coevolution</a>, New books Network, with John Traphagan, April 2021.</li>
<li> <a href="https://futurespodcast.net/episodes/19-edwardalee">Virtual Futures</a>, with Luke Robert Mason, on Coevolution, July 2020.
<li> <a href="https://www.experian.com/blogs/news/datatalk/entwined-futures-of-humans/">Experian Global News Blog</a>, with Michael Delgado, on Coevolution, March 2020.</li>
<li> <a href="https://www.ciispod.com/#/nicole-sallak-anderson-and-edward-lee/">Cal. Inst. of Integrative Studies</a>, with Nicole Sallak Anderson, April 2019.</a>
<li> <a href="https://www.podomatic.com/podcasts/technation/episodes/2017-12-07T04_27_52-08_00">TechNation</a> with Moira Gunn, December 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=D2qwj01c4kg&feature=youtu.be"> Virtual Futures</a>, with Luke Robert Mason, October 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=4QLRfJ-fQKg&feature=youtu.be">Tech Talk</a>, on Swarm Boxes, <i>Semiconductor Engineering</i>, March 2015.</li>
<li> <a href="https://www.youtube.com/watch?v=f6Dh5NjlZMk&feature=youtu.be"> Sofware Patent Debate</a>, Computer History Museum, August 2011.</li>
</ul>
</p>
-->
</td>
<td width="120" class="narrow">
<a href="https://mitpress.mit.edu/books/coevolution"><img src="images/Lee_Coevolution_Cover.jpg" alt="The Coevolution Book cover" width="110"></a>
<p>
<a href="http://platoandthenerd.org/"><img src="images/MIT_Lee_FinalCoverSmall.png" alt="Plato and the Nerd Book cover" width="110"></a>
</p>
<a href="https://leeseshia.org"><img src="images/Cover_Digital_Ed2_MIT_Smaller.png" alt="cover" width="110"></a>
</td>
</tr>
</table>
<!--
<p>
<b> Talks </b>
<p>
<ul>
<li>Tech Talk: "<a href="https://youtu.be/eDBOwr5iD3s">Decentralized Coordination in Federated Lingua Franca</a>," Lingua Franca weekly meeting, Nov. 8, 2024.</li>
<li>Keynote: "<a href="https://youtu.be/FF1oJVJWmfs">Certainty vs. Intelligence</a>", <a href="https://aisola.org">AISoLA</a>, Crete, Greece, Nov. 2, 2024.</li>
<li>Invited talk: <a href="https://www.youtube.com/live/yd4IcyS3_04">Certainty or Intelligence: Pick One!</a> Topos Institute, April 18, 2024 (also keynote at DATE, March 26, 2024)</li>
<li>SIGBED Distinguished Lecture: <a href="https://youtu.be/OA_GknXKe4g">Deterministic Concurrency in CPS</a>, June 15, 2023</li>
<li> Invited Talk, <a href="https://youtu.be/VbQPdTZjsZo">Trading off Consistency and Availability in Cyber-Physical Systems</a>, ISAE Toulouse, France, Jan 26, 2023</li>
<li> <a href="https://www.youtube.com/watch?v=Yv13-UPZNGE">Keynote: Do We Really Want Explainable AI?</a>, at <a href="https://saiconference.com/IntelliSys">Intelligent Systems</a>, Sep 1, 2022</li>
<li> Public Lecture: <a href="https://youtu.be/c3Cwu1BJVPs?t=1070">Limits of Machines, Limit of Humans</a>, Vienna, Austria, May 24, 2022</li>
<li> <a href="https://youtu.be/USW_G23ksSI">Science and Engineering for Cyber-Physical Systems</a>, Invited talk, <a href="https://sites.google.com/ensi-uma.tn/cyphysym">The Cyber and the Physical Symbiosis Workshop</a>, Tunis and Dresden, Dec. 3, 2021</li>
<li> Creativity Talk Series: <a href="https://youtu.be/NQ80HFXEbcI">What Can We Learn about Creativity from Deep Neural Networks</a>, Porto (<a href="https://youtu.be/fvSTt1fLbYU">Q&A</a>), Dec. 2, 2021</li>
<li> Invited Talk, <a href="https://youtu.be/WlQ8oXG1K8c">Time for All Programs, Not Just Real-Time Programs</a>, ISoLA, Rhodes, Greece, Oct. 25, 2021</li>
<li> <a href="https://youtu.be/aTazoPeotcc">Keynote on Determinism</a>, <a href="https://www.ibm.com/blogs/academy-of-technology/events/">IBM PREVAIL 2021</a>, online, Oct. 20, 2021</li>
<li> <a href="https://youtu.be/F3ejsAoyEu8">Keynote on Consistency and Availability Tradeoffs</a>, <a href="http://ds-rt.com/2021/home">DS-RT</a>, Sep. 2021</li>
<li> <a href="https://youtu.be/Dm92rsguzzA">Keynote on Determinism</a>, <a href="https://rtcsa2021.github.io">RTCSA</a>, Aug. 2021.</li>
<li> <a href="https://youtu.be/f2ZUnymHLAE">Keynote on Coevolution</a>, Intelligent Environments (IE), June, 2021.</li>
<li> <a href="https://youtu.be/X-C_s8JUfbo">90-second Introduction to the Lingua Franca Project</a>, May, 2021.</li>
<li> <a href="https://youtu.be/FYAZyHf_Jbc">Verifying Parallel and Distributed Systems: The Observer Problem</a>, Plenary talk, <a href="https://ifm20.si.usi.ch/">Integrated Formal Methods (iFM)</a>, Nov. 2020.</li>
<li> <a href="https://youtu.be/_jbdWky4Iys">More Deterministic Software for Cyber-Physical Systems</a>, Keynote, <a href="http://fdl-conference.org/">Forum on Design Languages (FDL)</a> Kiel, German, Sep. 2020.y</li>
<li> <a href="https://youtu.be/gf7z-8eeJlo">The Coevolution of Humans and Machines</a>, Keynote, Conf. on Advanced Information Systems Engineering (CAiSE), Grenoble, France, June 2020.
<li> <a href="https://youtu.be/_alyDIiIjzo">The New Urgency of Digital Humanism As We Become Digital Humans</a>, Workshop on <a href="https://www.informatik.tuwien.ac.at/dighum/program-dighum-covid-19/">Digital Humanism</a>, May 2020.</li>
<li> <a href="https://youtu.be/Rsss-zqFt8g">Video introduction to book, <i>The Coevolution</i></a>, from online talk to the <a href="http://www.humanists.org/blog/2020-05-03/">Humanist Community of Silicon Valley</a>, May 2020.
<li> <a href="https://youtu.be/Bk0ST1ckAsI">Guest lecture about the current research in my group</a>, April 2020.</li>
<li> <a href="http://www.humanists.org/blog/2019-10-20">Vienna Manifesto on Digital Humanism</a>, Forum of the Humanist Community in Silicon Valley, Oct. 2019.</li>
<li> <a href="https://play.mdh.se/media/t/0_tvle844g">Models of Timed Systems</a>, Mälardalens University, Västerâs, Sweden, Sep. 2018.</li>
<li> <a href="https://www.youtube.com/watch?v=WBlWc6fJL_c&feature=youtu.be"> Living in the Cyber-World: The Land of Humans and Artificial Intelligence</a>, TU Vienna, Dec. 2017.</li>
<li> <a href="https://youtu.be/ZX564BRcOdo">90-second talk on fundamental limits</a>, NSF CPS PI Meeting, Nov. 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=jGQKj-USUOc&feature=youtu.be"> Resurrecting Laplace's Demon: The Case for Deterministic Models</a>, CS Distinguished Speaker Series, Univ. of Houston, Nov. 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=Ts0iK1iuTK4&feature=youtu.be"> Plato and the Nerd: The Creative Partnership of Humans and Technology</a>, Noblis Technology Speaker Series, Oct. 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=aBlgTeainy8&feature=youtu.be"> Symbiosis or Annihilation? How Humans and Technology Coevolve</a>, EECS Colloquium, UC Berkeley, Sep. 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=23UL9DBG8w8&feature=youtu.be"> Accessors: An Open Architecture for the Internet of Things</a>, CoLab Tech Talks, Google, Mountain View, CA, Mar. 2017.</li>
<li> <a href="https://www.youtube.com/watch?v=_ZJIatQYqjw&feature=youtu.be"> Resurrecting Laplace's Demon: The Case for Deterministic Models</a>, MODELS Keynote, Saint Malo, France, Oct. 2016.</li>
<li> <a href="https://www.youtube.com/watch?v=G8aofqZxVZY&feature=youtu.be"> What Does 'Real Time' Mean?</a> Simons Institute, UC Berkeley, June 2016.</li>
<li> <a href="https://www.youtube.com/watch?v=V2CvSsvDXb4&feature=youtu.be"> The Internet of Important Things</a>, Reykjavik University, June 2016.</li>
<li> <a href="http://www.college-de-france.fr/site/gerard-berry/guestlecturer-2013-12-11-17h00.htm"> Cyber-Physical Systems: A Fundamental Intellectual Challenge</a>, College de France, Paris, Dec. 2013.</li>
<li> <a href="https://www.youtube.com/watch?v=pdhyniSDhZk&feature=youtu.be"> Cyber-Physical Systems (CPS) - A Rehash or A New Intellectual Challenge?</a> CEDA Distinguished Speaker Series, DAC, Austin TX, June 2013.</li>
<li> <a href="https://www.youtube.com/watch?v=O_0FDUsFXaY&feature=youtu.be"> Verifying Real-Time Software is Not Reasonable (Today)</a>, Haifa Verification Conference Plenary, Nov. 2012.</li>
<li> <a href="https://www.youtube.com/watch?v=VvnPJQ4h1Lg&feature=youtu.be"> Heterogeneous Actor Models</a>, Halmstad Colloquium, Halmstad, Sweden, Feb. 2012.</li>
<li> <a href="https://www.youtube.com/watch?v=4VxKyVyNtX4&feature=youtu.be"> Computers Everywhere: The Future Isn't What It Used To Be</a>, Cal Day, UC Berkeley, Apr. 2011.</li>
-->
<!-- Following link is broken:
<li> <a href="https://www.youtube.com/watch?v=OvhAaIov6xs&t=1s">Accessors: An Open Architecture for the Internet of Things</a>, Google, Mountain View, March 30, 2107.
-->
<!-- Following link is broken:
<li> <a href="http://wwwdi.supelec.fr/fb/SeminaireLee2013">Cyber-Physical Systems: A Rehash or A New Intellectual Challenge?</a>, Supelec, Paris, France, Dec. 10, 2013.
-->
<!-- EECS lost the video:
<li> <a href="http://netshow01.eecs.berkeley.edu/bears2005/Edward%20Lee.wmv">Embedded Software: Building the Foundations</a>, BEARS Conference, February 2005.
-->
</ul>
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