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cs.DC2026
A Practical Two-Stage Framework for GPU Resource and Power Prediction in Heterogeneous HPC Systems
Beste Oztop, Dhruva Kulkarni, Zhengji Zhao +2
Efficient utilization of GPU resources and power has become critical with the growing demand for GPUs in high-performance computing (HPC). In this paper, we analyze GPU utilization…
cs.DC2025
Characterizing Production GPU Workloads using System-wide Telemetry Data
Onur Cankur, Brian Austin, Dhruva Kulkarni +1
GPGPU-accelerated clusters and supercomputers are central to modern high-performance computing (HPC). Over the past decade, these systems continue to expand, and GPUs now expose a…