Systems research is changing: AI is enabling white-box algorithm discovery, not just black-box tuning.
Our new ADRS paper evaluates three frameworks and shows consistent gains over human designs—up to 13× speedup in load balancing for MoE experts and 35% lower cloud costs across different cloud regions.
🚀 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!