Research
An overview of our ongoing projects. Each project page lists a research summary, people involved, and key publications.
- Data Center ML Inference
Making ML inference systems scalable, efficient, and sustainable in data centers.
- In-Network Acceleration
Accelerating application components on networking devices including programmable switches and SmartNICs.
- Mobile Agentic Systems
Running sophisticated agentic workflows on mobile devices, with privacy and efficiency.