Merge pull request kubernetes#47731 from fsmunoz/sig-scheduling-spotl…

…ight

Add SIG Scheduling spotlight

content/en/blog/_posts/2024-09-17-sig-scheduling-spotlight.md

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+---
+layout: blog
+title: "Spotlight on SIG Scheduling"
+slug: sig-scheduling-spotlight-2024
+canonicalUrl: https://www.kubernetes.dev/blog/2024/09/24/sig-scheduling-spotlight-2024
+date: 2024-09-24
+author: "Arvind Parekh"
+---
+
+In this SIG Scheduling spotlight we talked with [Kensei Nakada](https://github.com/sanposhiho/), an
+approver in SIG Scheduling.
+
+## Introductions
+
+**Arvind:** **Hello, thank you for the opportunity to learn more about SIG Scheduling! Would you
+like to introduce yourself and tell us a bit about your role, and how you got involved with
+Kubernetes?**
+
+**Kensei**: Hi, thanks for the opportunity! I’m Kensei Nakada
+([@sanposhiho](https://github.com/sanposhiho/)), a software engineer at
+[Tetrate.io](https://tetrate.io/). I have been contributing to Kubernetes in my free time for more
+than 3 years, and now I’m an approver of SIG-Scheduling in Kubernetes. Also, I’m a founder/owner of
+two SIG subprojects,
+[kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator) and
+[kube-scheduler-wasm-extension](https://github.com/kubernetes-sigs/kube-scheduler-wasm-extension).
+
+## About SIG Scheduling
+
+**AP: That's awesome! You've been involved with the project since a long time. Can you provide a
+brief overview of SIG Scheduling and explain its role within the Kubernetes ecosystem?**
+
+**KN**: As the name implies, our responsibility is to enhance scheduling within
+Kubernetes. Specifically, we develop the components that determine which Node is the best place for
+each Pod. In Kubernetes, our main focus is on maintaining the
+[kube-scheduler](https://kubernetes.io/docs/concepts/scheduling-eviction/kube-scheduler/), along
+with other scheduling-related components as part of our SIG subprojects.
+
+**AP: I see, got it! That makes me curious--what recent innovations or developments has SIG
+Scheduling introduced to Kubernetes scheduling?**
+
+**KN**: From a feature perspective, there have been [several
+enhancements](https://kubernetes.io/blog/2023/04/17/fine-grained-pod-topology-spread-features-beta/)
+to `PodTopologySpread` recently. `PodTopologySpread` is a relatively new feature in the scheduler,
+and we are still in the process of gathering feedback and making improvements.
+
+Most recently, we have been focusing on a new internal enhancement called
+[QueueingHint](https://github.com/kubernetes/enhancements/blob/master/keps/sig-scheduling/4247-queueinghint/README.md)
+which aims to enhance scheduling throughput. Throughput is one of our crucial metrics in
+scheduling. Traditionally, we have primarily focused on optimizing the latency of each scheduling
+cycle. QueueingHint takes a different approach, optimizing when to retry scheduling, thereby
+reducing the likelihood of wasting scheduling cycles.
+
+**A: That sounds interesting! Are there any other interesting topics or projects you are currently
+working on within SIG Scheduling?**
+
+**KN**: I’m leading the development of `QueueingHint` which I just shared.  Given that it’s a big new
+challenge for us, we’ve been facing many unexpected challenges, especially around the scalability,
+and we’re trying to solve each of them to eventually enable it by default.
+
+And also, I believe
+[kube-scheduler-wasm-extention](https://github.com/kubernetes-sigs/kube-scheduler-wasm-extension)
+(SIG sub project) that I started last year would be interesting to many people.  Kubernetes has
+various extensions from many components. Traditionally, extensions are provided via webhooks
+([extender](https://github.com/kubernetes/design-proposals-archive/blob/main/scheduling/scheduler_extender.md)
+in the scheduler) or Go SDK ([Scheduling
+Framework](https://kubernetes.io/docs/concepts/scheduling-eviction/scheduling-framework/) in the
+scheduler). However, these come with drawbacks - performance issues with webhooks and the need to
+rebuild and replace schedulers with Go SDK, posing difficulties for those seeking to extend the
+scheduler but lacking familiarity with it.  The project is trying to introduce a new solution to
+this general challenge - a [WebAssembly](https://webassembly.org/) based extension. Wasm allows
+users to build plugins easily, without worrying about recompiling or replacing their scheduler, and
+sidestepping performance concerns.
+
+Through this project, sig-scheduling has been learning valuable insights about WebAssembly's
+interaction with large Kubernetes objects. And I believe the experience that we’re gaining should be
+useful broadly within the community, beyond sig-scheduling.
+
+**A: Definitely! Now, there are currently 8 subprojects inside SIG Scheduling. Would you like to
+talk about them? Are there some interesting contributions by those teams you want to highlight?**
+
+**KN**: Let me pick up three sub projects; Kueue, KWOK and descheduler.
+
+[Kueue](https://github.com/kubernetes-sigs/kueue):
+: Recently, many people have been trying to manage batch workloads with Kubernetes, and in 2022,
+Kubernetes community founded
+[WG-Batch](https://github.com/kubernetes/community/blob/master/wg-batch/README.md) for better
+support for such batch workloads in Kubernetes.  [Kueue](https://github.com/kubernetes-sigs/kueue)
+is a project that takes a crucial role for it. It’s a job queueing controller, deciding when a job
+should wait, when a job should be admitted to start, and when a job should be preempted. Kueue aims
+to be installed on a vanilla Kubernetes cluster while cooperating with existing matured controllers
+(scheduler, cluster-autoscaler, kube-controller-manager, etc).
+
+[KWOK](https://github.com/kubernetes-sigs/kwok):
+: KWOK is a component in which you can create a cluster of thousands of Nodes in seconds. It’s
+  mostly useful for simulation/testing as a lightweight cluster, and actually another SIG sub
+  project [kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator)
+  uses KWOK background.
+
+[descheduler](https://github.com/kubernetes-sigs/descheduler):
+: Descheduler is a component recreating pods that are running on undesired Nodes.  In Kubernetes,
+scheduling constraints (`PodAffinity`, `NodeAffinity`, `PodTopologySpread`, etc) are honored only at
+Pod schedule, but it’s not guaranteed that the contrtaints are kept being satisfied afterwards.
+Descheduler evicts Pods violating their scheduling constraints (or other undesired conditions) so
+that they’re recreated and rescheduled.
+
+[Descheduling Framework](https://github.com/kubernetes-sigs/descheduler/blob/master/keps/753-descheduling-framework/README.md).
+: One very interesting on-going project, similar to [Scheduling
+  Framework](https://kubernetes.io/docs/concepts/scheduling-eviction/scheduling-framework/) in the
+  scheduler, aiming to make descheduling logic extensible and allow maintainers to focus on building
+  a core engine of descheduler.
+
+**AP: Thank you for letting us know! And I have to ask, what are some of your favorite things about
+this SIG?**
+
+**KN**: What I really like about this SIG is how actively engaged everyone is. We come from various
+companies and industries, bringing diverse perspectives to the table. Instead of these differences
+causing division, they actually generate a wealth of opinions. Each view is respected, and this
+makes our discussions both rich and productive.
+
+I really appreciate this collaborative atmosphere, and I believe it has been key to continuously
+improving our components over the years.
+
+## Contributing to SIG Scheduling
+
+**AP: Kubernetes is a community-driven project. Any recommendations for new contributors or
+beginners looking to get involved and contribute to SIG scheduling? Where should they start?**
+
+**KN**: Let me start with a general recommendation for contributing to any SIG: a common approach is
+to look for
+[good-first-issue](https://github.com/kubernetes/kubernetes/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22).
+However, you'll soon realize that many people worldwide are trying to contribute to the Kubernetes
+repository.
+
+I suggest starting by examining the implementation of a component that interests you. If you have
+any questions about it, ask in the corresponding Slack channel (e.g., #sig-scheduling for the
+scheduler, #sig-node for kubelet, etc).  Once you have a rough understanding of the implementation,
+look at issues within the SIG (e.g.,
+[sig-scheduling](https://github.com/kubernetes/kubernetes/issues?q=is%3Aopen+is%3Aissue+label%3Asig%2Fscheduling)),
+where you'll find more unassigned issues compared to good-first-issue ones.  You may also want to
+filter issues with the
+[kind/cleanup](https://github.com/kubernetes/kubernetes/issues?q=is%3Aopen+is%3Aissue++label%3Akind%2Fcleanup+)
+label, which often indicates lower-priority tasks and can be starting points.
+
+Specifically for SIG Scheduling, you should first understand the [Scheduling
+Framework](https://kubernetes.io/docs/concepts/scheduling-eviction/scheduling-framework/), which is
+the fundamental architecture of kube-scheduler.  Most of the implementation is found in
+[pkg/scheduler](https://github.com/kubernetes/kubernetes/tree/master/pkg/scheduler). I suggest
+starting with
+[ScheduleOne](https://github.com/kubernetes/kubernetes/blob/0590bb1ac495ae8af2a573f879408e48800da2c5/pkg/scheduler/schedule_one.go#L66)
+function and then exploring deeper from there.
+
+Additionally, apart from the main kubernetes/kubernetes repository, consider looking into
+sub-projects. These typically have fewer maintainers and offer more opportunities to make a
+significant impact. Despite being called "sub" projects, many have a large number of users and a
+considerable impact on the community.
+
+And last but not least, remember contributing to the community isn’t just about code.  While I
+talked a lot about the implementation contribution, there are many ways to contribute, and each one
+is valuable. One comment to an issue, one feedback to an existing feature, one review comment in PR,
+one clarification on the documentation; every small contribution helps drive the Kubernetes
+ecosystem forward.
+
+**AP: Those are some pretty useful tips! And if I may ask, how do you assist new contributors in
+getting started, and what skills are contributors likely to learn by participating in SIG
+Scheduling?**
+
+**KN**: Our maintainers are available to answer your questions in the #sig-scheduling Slack
+channel. By participating, you'll gain a deeper understanding of Kubernetes scheduling and have the
+opportunity to collaborate and network with maintainers from diverse backgrounds. You'll learn not
+just how to write code, but also how to maintain a large project, design and discuss new features,
+address bugs, and much more.
+
+## Future Directions
+
+**AP: What are some Kubernetes-specific challenges in terms of scheduling? Are there any particular
+pain points?**
+
+**KN**: Scheduling in Kubernetes can be quite challenging because of the diverse needs of different
+organizations with different business requirements. Supporting all possible use cases in
+kube-scheduler is impossible. Therefore, extensibility is a key focus for us. A few years ago, we
+rearchitected kube-scheduler with [Scheduling
+Framework](https://kubernetes.io/docs/concepts/scheduling-eviction/scheduling-framework/), which
+offers flexible extensibility for users to implement various scheduling needs through plugins. This
+allows maintainers to focus on the core scheduling features and the framework runtime.
+
+Another major issue is maintaining sufficient scheduling throughput. Typically, a Kubernetes cluster
+has only one kube-scheduler, so its throughput directly affects the overall scheduling scalability
+and, consequently, the cluster's scalability. Although we have an internal performance test
+([scheduler_perf](https://github.com/kubernetes/kubernetes/tree/master/test/integration/scheduler_perf)),
+unfortunately, we sometimes overlook performance degradation in less common scenarios. It’s
+difficult as even small changes, which look irrelevant to performance, can lead to degradation.
+
+**AP:  What are some upcoming goals or initiatives for SIG Scheduling? How do you envision the SIG evolving in the future?**
+
+**KN**: Our primary goal is always to build and maintain _extensible_ and _stable_ scheduling
+runtime, and I bet this goal will remain unchanged forever.
+
+As already mentioned, extensibility is key to solving the challenge of the diverse needs of
+scheduling. Rather than trying to support every different use case directly in kube-scheduler, we
+will continue to focus on enhancing extensibility so that it can accommodate various use
+cases. [kube-scheduler-wasm-extention](https://github.com/kubernetes-sigs/kube-scheduler-wasm-extension)
+that I mentioned is also part of this initiative.
+
+Regarding stability, introducing new optimizations like QueueHint is one of our
+strategies. Additionally, maintaining throughput is also a crucial goal towards the future. We’re
+planning to enhance our throughput monitoring
+([ref](https://github.com/kubernetes/kubernetes/issues/124774)), so that we can notice degradation
+as much as possible on our own before releasing. But, realistically, we can't cover every possible
+scenario. We highly appreciate any attention the community can give to scheduling throughput and
+encourage feedback and alerts regarding performance issues!
+
+## Closing Remarks
+
+**AP: Finally, what message would you like to convey to those who are interested in learning more
+about SIG Scheduling?**
+
+**KN**: Scheduling is one of the most complicated areas in Kubernetes, and you may find it difficult
+at first. But, as I shared earlier, you can find many opportunities for contributions, and many
+maintainers are willing to help you understand things. We know your unique perspective and skills
+are what makes our open source so powerful :)
+
+Feel free to reach out to us in Slack
+([#sig-scheduling](https://kubernetes.slack.com/archives/C09TP78DV)) or
+[meetings](https://github.com/kubernetes/community/blob/master/sig-scheduling/README.md#meetings).
+I hope this article interests everyone and we can see new contributors!
+
+**AP: Thank you so much for taking the time to do this! I'm confident that many will find this
+information invaluable for understanding more about SIG Scheduling and for contributing to the SIG.**