#104 – David Patterson: Computer Architecture and Data Storage

À propos de cet épisode

<p>David Patterson is a Turing award winner and professor of computer science at Berkeley. He is known for pioneering contributions to RISC processor architecture used by 99% of new chips today and for co-creating RAID storage. The impact that these two lines of research and development have had on our world is immeasurable. He is also one of the great educators of computer science in the world. His book with John Hennessy &#8220;Computer Architecture: A Quantitative Approach&#8221; is how I first learned about and was humbled by the inner workings of machines at the lowest level.</p> <p>Support this podcast by supporting these sponsors:<br /> &#8211; Jordan Harbinger Show: <a href="https://jordanharbinger.com/lex/">https://jordanharbinger.com/lex/</a><br /> &#8211; Cash App – use code &#8220;LexPodcast&#8221; and download:<br /> &#8211; Cash App (App Store): <a href="https://apple.co/2sPrUHe">https://apple.co/2sPrUHe</a><br /> &#8211; Cash App (Google Play): <a href="https://bit.ly/2MlvP5w">https://bit.ly/2MlvP5w</a><span style="font-size: 1rem;"><br /> </span></p> <p><span style="font-weight: 400;">This conversation is part of the Artificial Intelligence podcast.</span>&#160;If you would like to get more information about this podcast go to <a href="https://lexfridman.com/ai">https://lexfridman.com/ai</a> or connect with @lexfridman on <a href="https://twitter.com/lexfridman">Twitter</a>, <a href="https://www.linkedin.com/in/lexfridman/">LinkedIn</a>, <a href="https://www.facebook.com/lexfridman">Facebook</a>, <a href="https://medium.com/@lexfridman">Medium</a>, or <a href="https://www.youtube.com/lexfridman">YouTube</a> where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on <a href="https://podcasts.apple.com/us/podcast/artificial-intelligence/id1434243584">Apple Podcasts</a>, follow on <a href="https://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL">Spotify</a>, or support it on <a href="https://www.patreon.com/lexfridman">Patreon</a>.</p> <p>Here&#8217;s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.</p> <p>OUTLINE:<br /> 00:00 &#8211; Introduction<br /> 03:28 &#8211; How have computers changed?<br /> 04:22 &#8211; What&#8217;s inside a computer?<br /> 10:02 &#8211; Layers of abstraction<br /> 13:05 &#8211; RISC vs CISC computer architectures<br /> 28:18 &#8211; Designing a good instruction set is an art<br /> 31:46 &#8211; Measures of performance<br /> 36:02 &#8211; RISC instruction set<br /> 39:39 &#8211; RISC-V open standard instruction set architecture<br /> 51:12 &#8211; Why do ARM implementations vary?<br /> 52:57 &#8211; Simple is beautiful in instruction set design<br /> 58:09 &#8211; How machine learning changed computers<br /> 1:08:18 &#8211; Machine learning benchmarks<br /> 1:16:30 &#8211; Quantum computing<br /> 1:19:41 &#8211; Moore&#8217;s law<br /> 1:28:22 &#8211; RAID data storage<br /> 1:36:53 &#8211; Teaching<br /> 1:40:59 &#8211; Wrestling<br /> 1:45:26 &#8211; Meaning of life</p>