Program
April 23, 2023 (8:35am - 4:00pm) – Raleigh, NC
FastPath 2023 In conjunction with ISPASS 2023
Speakers
| Time | Speaker | Affiliation | Talk Title | Video |
|---|---|---|---|---|
| 8:35 | Welcome and Opening Remarks | |||
| 8:40 - 9:25 | Hai”Helen” Li | Duke University | Cross-Layer Optimization for AI with Algorithm-Hardware Co-design | Video |
| 9:35 - 10:05 | Kailash Gogineni | The George Washington University | Scalability Bottlenecks in Multi-Agent Reinforcement Learning Systems | Video |
| 10:05 - 10:30 | Break | |||
| 10:30 - 11:15 | Devesh Tiwari | Northeastern University | Some unexpected lessons in applying machine learning methods for large-scale computer system optimization problems | |
| 11:25 - 11:55 | Kewei Yan | University of North Carolina at Charlotte | Analyzing Data Movement of Deep Learning Applications for Computer Vision Tasks | Video |
| 11:55 - 12:55 | Lunch | |||
| 12:55 - 1:40 | Akanksha Jain | Neural Hardware Prefetchers | Video | |
| 1:50 - 2:35 | Zhishan Guo | North Carolina State University | Resilient and Efficient Real-Time Intelligent Systems via Mixed Criticality | Video |
| 2:35 - 3:00 | Break | |||
| 3:00 - 3:45 | Brandon Reagan | New York University | Characterizing the Performance of End-to-End Private Inference | Video |
| 3:55 - 4:00 | Closing Remarks |