A Kubernetes-native scheduler jointly reshapes job configurations, prices cluster resources, and predicts GPU-sharing interference, reporting up to 2.94x lower average JCT and 2.02x higher throughput in testbed and simulation evaluations.
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ElastiCo: Elastic Configuration and Interference-Aware Orchestration for GPU Clusters
A Kubernetes-native scheduler jointly reshapes job configurations, prices cluster resources, and predicts GPU-sharing interference, reporting up to 2.94x lower average JCT and 2.02x higher throughput in testbed and simulation evaluations.