<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Ml-Systems on Publish Assistant</title><link>https://pub.sqrt.fr/vincent/publish-assistant/tags/ml-systems/</link><description>Recent content in Ml-Systems on Publish Assistant</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Mon, 28 Apr 2025 00:00:00 +0000</lastBuildDate><atom:link href="https://pub.sqrt.fr/vincent/publish-assistant/tags/ml-systems/index.xml" rel="self" type="application/rss+xml"/><item><title>NSDI 2025 Digest</title><link>https://pub.sqrt.fr/vincent/publish-assistant/cloud-edge/digests/nsdi-2025/</link><pubDate>Mon, 28 Apr 2025 00:00:00 +0000</pubDate><guid>https://pub.sqrt.fr/vincent/publish-assistant/cloud-edge/digests/nsdi-2025/</guid><description>&lt;p&gt;13 papers selected.&lt;/p&gt;
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&lt;h3 id="pred-performance-oriented-random-early-detection-for-consistently-stable-performance-in-datacenters"&gt;PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters&lt;/h3&gt;
&lt;p&gt;&lt;em&gt;Xinle Du, Tong Li 0014, Guangmeng Zhou, Zhuotao Liu &lt;em&gt;et al.&lt;/em&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;TL;DR&lt;/strong&gt; — PRED redesigns AQM by making drop probability a direct function of per-flow performance targets rather than queue length, eliminating the instability of classic RED in modern datacenter workloads.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Why notable&lt;/strong&gt; — RED has been a cornerstone of congestion control for decades; PRED&amp;rsquo;s performance-centric reformulation challenges a long-held design axiom and demonstrates significantly lower tail latency at scale. It opens the door to intent-driven AQM as a first-class primitive in datacenter switches.&lt;/p&gt;</description></item><item><title>SOSP 2024 Digest</title><link>https://pub.sqrt.fr/vincent/publish-assistant/cloud-edge/digests/sosp-2024/</link><pubDate>Tue, 05 Nov 2024 00:00:00 +0000</pubDate><guid>https://pub.sqrt.fr/vincent/publish-assistant/cloud-edge/digests/sosp-2024/</guid><description>&lt;p&gt;13 papers selected.&lt;/p&gt;
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&lt;h3 id="verus-a-practical-foundation-for-systems-verification"&gt;Verus: A Practical Foundation for Systems Verification&lt;/h3&gt;
&lt;p&gt;&lt;em&gt;Andrea Lattuada 0001, Travis Hance, Jay Bosamiya, Matthias Brun 0002 &lt;em&gt;et al.&lt;/em&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;TL;DR&lt;/strong&gt; — Verus is a Rust-based verification framework that makes formal proofs of low-level systems code tractable at scale, covering memory safety, functional correctness, and concurrency.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Why notable&lt;/strong&gt; — Formal verification of real systems code has long been impractical; Verus closes the usability gap by integrating SMT-based proofs directly into a systems programming language, making it the most broadly applicable verification tool for the OS community to date.&lt;/p&gt;</description></item></channel></rss>