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Volcano is a CNCF batch scheduling system that extends Kubernetes to efficiently manage AI/ML training, deep learning, genomics, and HPC workloads. It integrates with frameworks like TensorFlow, PyTorch, Ray, Spark, and Horovod, providing advanced scheduling policies for large-scale distributed AI jobs.