Deep Dive - Volcano

Explore a comprehensive deep dive into Volcano, a batch system built on Kubernetes, presented by Da Ma and Zhonghu Xu from Huawei. Learn about the suite of mechanisms provided by Volcano for various batch and elastic workloads, including machine learning, deep learning, bioinformatics, genomics, and other big data applications. Discover how Volcano integrates with popular domain frameworks like TensorFlow, Spark, PyTorch, and MPI. Gain insights into the features required by batch and elastic workloads in big data, AI, and HPC scenarios, and understand the benefits of using Volcano in these contexts. Conclude with an overview of the project's roadmap, future plans, and target scenarios, providing a comprehensive understanding of Volcano's capabilities and potential applications in cloud-native environments.