KubeCon + CloudNativeCon + Open Source Summit + AI_dev China 2024

Scheduler is one of the most frequently customized components in Kubernetes, owing to its expandability. However, too many schedulers lead to decision paralysis among users, which has been discussed extensively in the past KubeCons. To help mitigate the confusion of users, four maintainers from various community (Godel-Scheduler, Koordinator, Kubernetes SIG-Scheduling and Volcano) are invited to profile the background and usecases behind these projects. Also the panel will discuss the gap between upstream Kubernetes and downstream projects and try to abstract the common patterns or functionalities which can be pushed to the upstream to avoid reimplementing the wheel, and what should still be defined loosely to preserve the expandability. Moreover, with the rise of AI, scheduling AI workloads in Kubernetes poses a significant challenge, the panel will discuss where we're right now and where we're head for, as well as the opportunities of cooperations.

调度器是Kubernetes中最经常定制的组件之一，这归功于其可扩展性。然而，过多的调度器会导致用户决策瘫痪，这在过去的KubeCon中已经被广泛讨论过。为了帮助减轻用户的困惑，我们邀请了来自各个社区（Godel-Scheduler、Koordinator、Kubernetes SIG-Scheduling和Volcano）的四位维护者来介绍这些项目背后的背景和用例。 此外，本小组讨论将探讨上游Kubernetes和下游项目之间的差距，并尝试提炼出可以推送到上游的常见模式或功能，以避免重新实现轮子，以及什么应该保持松散定义以保留可扩展性。 此外，随着人工智能的兴起，在Kubernetes中调度AI工作负载面临着重大挑战，本小组讨论将探讨我们目前的状况以及我们未来的发展方向，以及合作的机会。