conftrace_

heterogeneous cluster

5 papers

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Co-occurring keywords · papers mentioning both

large language model (2) cluster scheduling (2) makespan optimization (1) machine learning workload (1) counterexample guided inductive synthesis (1) accelerator scheduling (1) machine learning service (1) schedule synthesis (1) service discovery (1) federated infrastructure (1)

Papers

HeteCCL: Synthesizing Near-Optimal Collective Communication Schedules for Heterogeneous GPU Clusters NSDI 2026 OpenTela: Unifying Decentralized Computing Resources for Heterogeneous LLM Serving (Operational Systems) OSDI 2026 MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022 Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads OSDI 2020 Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters ICML 2020