“A recording of my thesis defense on this, which may be more digestible than the thesis itself, is also online at”
Author's thesis defense on partially-stateful dataflow, easier than the thesis
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:wave: Author of the paper this work is based on here. I'm so excited to see dynamic, partially-stateful data-flow for incremental materialized view maintenance becoming more wide-spread! I continue to think it's a _great_ idea, and the speed-ups (and complexity reduction) it can yield are pretty immense, so seeing more folks building on the idea makes me very happy. The PlanetScale blog post references my original "Noria" OSDI paper ( link ), but I'd actually recommend my PhD thesis instead ( link ), as it goes much deeper about some of the technical challenges and solutions involved. It also has a chapter (Appendix A) that covers how it all works by analogy, which the less-technical among the audience may appreciate :) A recording of my thesis defense on this, which may be more digestible than the thesis itself, is also online at this video , as well as a shorter talk from a few years earlier at link . And the Noria research prototype (written in Rust) is on GitHub: link . As others have already mentioned in the comments, I co-founded ReadySet ( link ) shortly after graduating specifically to build off of Noria, and they're doing amazing work to provide these kinds of speed-ups for general-purpose relational databases. If you're using one of those, it's worth giving ReadySet a look to get these kinds of speedups there! It's also source-available @ link if you're curious.