conftrace_

heterogeneous gpus

3 papers

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Co-occurring keywords · papers mentioning both

gradient optimizer (1) batch allocation (1) preemption-aware scheduling (1) benchmarking (1) real-time gpu availability (1) cost efficiency (1) gpu scheduling (1) workload characterization (1) scheduling algorithm (1) gpu cluster (1)

Papers

Heterogeneity at Hyperscale: Characterization and Scheduling of Large Production AI Clusters at Alibaba (Operational Systems) OSDI 2026 Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs ICML 2025 Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters AAAI 2025