
Paris Carbone
818 posts

Paris Carbone
@SenorCarbone
Assoc Professor of Data Systems @KTHuniversity, Space Computing at RISE Sweden. https://t.co/NYeeXKrz5m, https://t.co/wf9QXN1Hix


🎯 AI optimizes congestion control for datacenter networking [ADRS Blog #13] We apply ADRS frameworks to improve congestion control algorithms. Using OpenEvolve, we discover an algorithm that reduces queue length by 49% on the NSDI ’22 PowerTCP 10:1 incast benchmark! 📉⚡️ ✍️ Read the Blog: adrs-ucb.notion.site/cca 📖 ADRS Blog Series: ucbskyadrs.github.io 📄 ADRS Paper: arxiv.org/abs/2510.06189 👩💻 Code: github.com/UCB-ADRS/ADRS

🚀 Excited to share our updated paper on AI-Driven Research for Systems (ADRS)! We evaluate 3 open-source frameworks across 10 real-world systems performance problems, showing that AI can generate solutions that outperform human experts, including a 13x speedup in load balancing and 35% cost savings in cloud scheduling. 🧵👇 Check it out!





















Excited for the awesome PAPOC'24 program at @EuroSys_conf in Athens, with keynotes from @WyattLloyd and Mohsen Lesani. Come here all about the latest developments in the consistency world!


