PAI: Fast, Accurate, and Full Benchmark Performance Projection with AI

📰 ArXiv cs.AI

PAI uses AI for fast and accurate performance projection of hardware-software systems

advanced Published 23 Mar 2026

Action Steps

Implement AI-based performance projection using PAI
Integrate PAI with existing hardware-software co-design flows
Validate PAI's accuracy and speed against traditional performance simulators
Use PAI to optimize system design and reduce power consumption

Who Needs to Know This

Hardware and software engineers on a team designing complex systems-on-chip (SoCs) benefit from PAI's ability to quickly and accurately project performance, allowing for more efficient design and optimization

Key Insight

💡 PAI uses AI to overcome the limitations of traditional performance simulators, enabling faster and more accurate analysis of complex SoCs