3 papers
cs.DC2026
Minos: Systematically Classifying Performance and Power Characteristics of GPU Workloads on HPC Clusters
Rutwik Jain, Yiwei Jiang, Matthew D. Sinclair +1
As large-scale HPC compute clusters increasingly adopt accelerators such as GPUs to meet the voracious demands of modern workloads, these clusters are increasingly becoming power c…
cs.DC2026
Power Aware Dynamic Reallocation For Inference
Yiwei Jiang, Sangeeta Chowdhary, Nathaniel Morris +3
Disaggregation has emerged as a powerful strategy for optimizing large language model (LLM) inference by separating compute-intensive prefill and memory-bound decode phases across…
cs.LG2025
An MLCommons Scientific Benchmarks Ontology
Ben Hawks, Gregor von Laszewski, Matthew D. Sinclair +6
Scientific machine learning research spans diverse domains and data modalities, yet existing benchmark efforts remain siloed and lack standardization. This makes novel and transfor…