Explore Kueue, a Kubernetes-native job queueing system, in this informative conference talk. Dive into the challenges of managing batch workloads in Kubernetes and learn how Kueue addresses limitations in pod-centric scheduling. Discover the concept of job queueing and its benefits for resource management, especially for GPU-intensive tasks. Understand Kueue's design principles, API structure, and integration with existing Kubernetes components. Gain insights into resource allocation across multiple namespaces and clusters, borrowing cohorts, and autoscaling capabilities. Learn about the workload API, custom workload handling, and capacity management. Explore how Kueue interacts with index jobs and enhances overall cluster efficiency for batch processing tasks.