3 papers
cs.AI2026
Agentic Architect: An Agentic AI Framework for Architecture Design Exploration and Optimization
Alexander Blasberg, Vasilis Kypriotis, Dimitrios Skarlatos
Rapid advances in Large Language Models (LLMs) create new opportunities by enabling efficient exploration of broad, complex design spaces. This is particularly valuable in computer…
cs.DC2026
The Energy Cost of Execution-Idle in GPU Clusters
Yiran Lei, Jared Fernandez, Vasilis Kypriotis +4
GPUs are becoming a major contributor to data center power, yet unlike CPUs, they can remain at high power even when visible activity is near zero. We call this state execution-idl…
cs.OS2025
LithOS: An Operating System for Efficient Machine Learning on GPUs
Patrick H. Coppock, Brian Zhang, Eliot H. Solomon +6
The surging demand for GPUs in datacenters for machine learning (ML) has made efficient GPU utilization crucial. However, meeting the diverse needs of ML models while optimizing re…