The 36 full papers, 11 Poster Papers and 4 work in- progress papers included in this book were carefully reviewed and selected from 135 submissions. They were organized in topical sections as follows: Featured Articles; LLM Inference; Serving Systems; LLM Workflows; AI Design Automation; Scalable Computing; AI Accelerators; Kernel Acceleration; Streaming Accelerators; Secure Systems; Data Efficiency; Poster and Work-in-Progress Papers.