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Explore how Volcano enables the next wave of intelligent applications in this informative conference talk. Discover the challenges facing AI application popularity and learn about solutions leveraging Volcano, a cloud native batch platform and CNCF's first container batch computing project. Gain insights into Volcano's capabilities, including full lifecycle management for jobs, scheduling policies for batch workloads, support for heterogeneous hardware, and performance optimization for high-performance workloads. Learn about recent progress made by Volcano contributors to address challenges in intelligent applications, including new features to accelerate GPU/Ascend NPU training efficiency, optimize resource utilization for large-scale clusters, and provide fine-grained scheduling.
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