---
title: "#persistent-kernel articles | Hashnode"
description: "Explore 1 articles tagged #persistent-kernel on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/persistent-kernel"
---

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# #persistent-kernel

1 posts · 0 followers

[Michael Ivertowski](https://hashnode.com/@mivertowski) · [Nov 4, 2025](https://hashnode.com/posts/the-beauty-of-persistent-kernels/690a6a604d3e72e6cb8d398f)

### [The beauty of persistent kernels](https://mivertowski.hashnode.dev/the-beauty-of-persistent-kernels?utm_source=hashnode&utm_medium=feed)

At some point you get tired of launching the same GPU kernel a few million times a day just to move a few bytes. RingKernels in DotCompute are the answer to that particular form of self-inflicted pain. Persistent kernels flip the model: launch once, ...

6 min read · [mivertowski.hashnode.dev](https://mivertowski.hashnode.dev/the-beauty-of-persistent-kernels?utm_source=hashnode&utm_medium=feed)