From cc7a262894d60d37a059e93f19170183c0f24840 Mon Sep 17 00:00:00 2001 From: Wei Huang Date: Thu, 1 Dec 2022 15:07:17 -0800 Subject: [PATCH 1/8] 1.26 blog: pod scheduling readiness to alpha --- .../index.md | 71 ++++++++++++++++++ .../scheduler-workflow-1.png | Bin 0 -> 211465 bytes .../scheduler-workflow-2.png | Bin 0 -> 240421 bytes 3 files changed, 71 insertions(+) create mode 100644 content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md create mode 100644 content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/scheduler-workflow-1.png create mode 100644 content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/scheduler-workflow-2.png diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md new file mode 100644 index 0000000000000..3f48beaa284f4 --- /dev/null +++ b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md @@ -0,0 +1,71 @@ +--- +layout: blog +title: "Kubernetes 1.26: Pod Scheduling Readiness to Alpha" +date: 2022-11-29 +slug: pod-scheduling-readiness-alpha-1-26 +--- + +**Author:** Wei Huang (Apple), Abdullah Gharaibeh (Google) + +Kubernetes 1.26 introduced a new Pod feature named SchedulingGates. SchedulingGates are keys that +tell the scheduler when a Pod is ready to be considered for scheduling. + +## What problem does it solve? + +When a Pod is created, the scheduler will continuously attempt to find a node that fits it. This +infinite loop continues until the scheduler either finds a node for the Pod, or the Pod gets deleted. + +Pods that remain unschedulable for long periods of time (e.g., one that is blocked on some external event) +waste scheduling cycles. A scheduling cycle may take ~20ms or more depending on the complexity of +the Pod's scheduling constraints. Therefore, at scale, those wasted cycles significantly impact the scheduler's performance. See the cycle in red arrows below. + +![](./scheduler-workflow-1.png) + +SchedulingGates helps address this problem. It allows declaring that newly created Pods are not +ready for scheduling. When SchedulingGates are present on a Pod, the scheduler ignores the Pod +and therefore saves unnecessary scheduling attempts. Clearing the gates is the responsibility of +external controllers with knowledge of when the Pod should be considered for scheduling (e.g., +a resource provisioner). + +![](scheduler-workflow-2.png) + +## How does it work? + +SchedulingGates in general works very similar to Finalzers. Pods with non-empty +`spec.schedulingGates` field will carry the status `SchedulingGated` and will be blocked from +scheduling. Note that more than one gate can be added, but they all should be added upon Pod +creation (e.g., you can add them as part of the spec of via a mutating webhook). + +``` +NAME READY STATUS RESTARTS AGE +test-pod 0/1 SchedulingGated 0 10s +``` + +To clear the gates, you update the Pod by removing the `schedulingGates` string literals. +The gates do not need to be removed all at once, but only when all the gates are removed the +scheduler will start to consider the Pod for scheduling. + +Under the hood, SchedulingGates is implemented as a PreEnqueue scheduler plugin, a new scheduler +framework extension point that is invoked at the beginning of each scheduling cycle. + +## Use Cases + +An important use case this feature enables is dynamic quota management. Kubernetes supports +ResourceQuota, however quotas are enforced by the api-server on Pod creation. For example, if a +new Pod exceeds the cpu quota, it gets rejected. The api-server doesn't queue the Pod; therefore, +whoever created the Pod needs to continuously attempt to recreate it again! + +SchedulingGates allows an external quota manager to address the above limitation of ResourceQuota. +Specifically, the manager could add a "quotaCheck" scheduling gate to all Pods created in the +cluster (using a mutating webhook). The manager would then remove the gate when there is quota to +start the Pod. + +## Whats next? + +To use this feature, the `PodSchedulingReadiness` feature gate must be enabled in the API Server +and Scheduler. You're more than welcome to test it out and tell us (sig-scheduling) what you think! + +## Additional resources + +- [Official PodSchedulingReadiness docs](https://kubernetes.io/docs/concepts/scheduling-eviction/pod-scheduling-readiness/) +- [Official Kubernetes Enhancement Proposal](https://github.com/kubernetes/enhancements/blob/master/keps/sig-scheduling/3521-pod-scheduling-readiness/README.md) diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/scheduler-workflow-1.png b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/scheduler-workflow-1.png new file mode 100644 index 0000000000000000000000000000000000000000..b0c208ad38ec4d6b46e231b152df8e20bb922026 GIT binary patch literal 211465 zcmeFZWmJ`2+cpYFhlI2!B_#;bp$O6;A(E0xOG*kzED=GvLmCMQ0ZC~Pr5gn4E>XH+ zt+nSO?niyz+x?F5?H~Kc=NQUzv0`3xo^hPVd7Rg4WkqQ`Y)Wh-BqTgp83`36By=_; zBvdC%bnr}pMRGm(fo!iLEryieMYRn6^UPRN)H z@12go4=h_5Eqf#+QU=6dWLcGK>qtnVNU{=lRi7dM7{`hw{&KLt;cPObt8RRrMOBuTFVw*Pk(dC%0c1f<$V=OAc};H`Y-=L 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[PATCH 2/8] address comments --- .../index.md | 40 ++++++++++--------- 1 file changed, 22 insertions(+), 18 deletions(-) diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md index 3f48beaa284f4..356a447b5de19 100644 --- a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md +++ b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md @@ -7,8 +7,8 @@ slug: pod-scheduling-readiness-alpha-1-26 **Author:** Wei Huang (Apple), Abdullah Gharaibeh (Google) -Kubernetes 1.26 introduced a new Pod feature named SchedulingGates. SchedulingGates are keys that -tell the scheduler when a Pod is ready to be considered for scheduling. +Kubernetes 1.26 introduced a new Pod feature: _scheduling gates. In Kubernetes, scheduling gates +are keys that tell the scheduler when a Pod is ready to be considered for scheduling. ## What problem does it solve? @@ -17,12 +17,13 @@ infinite loop continues until the scheduler either finds a node for the Pod, or Pods that remain unschedulable for long periods of time (e.g., one that is blocked on some external event) waste scheduling cycles. A scheduling cycle may take ~20ms or more depending on the complexity of -the Pod's scheduling constraints. Therefore, at scale, those wasted cycles significantly impact the scheduler's performance. See the cycle in red arrows below. +the Pod's scheduling constraints. Therefore, at scale, those wasted cycles significantly impact the +scheduler's performance. See the cycle in red arrows below. ![](./scheduler-workflow-1.png) -SchedulingGates helps address this problem. It allows declaring that newly created Pods are not -ready for scheduling. When SchedulingGates are present on a Pod, the scheduler ignores the Pod +Scheduling gates helps address this problem. It allows declaring that newly created Pods are not +ready for scheduling. When scheduling gates are present on a Pod, the scheduler ignores the Pod and therefore saves unnecessary scheduling attempts. Clearing the gates is the responsibility of external controllers with knowledge of when the Pod should be considered for scheduling (e.g., a resource provisioner). @@ -31,8 +32,8 @@ a resource provisioner). ## How does it work? -SchedulingGates in general works very similar to Finalzers. Pods with non-empty -`spec.schedulingGates` field will carry the status `SchedulingGated` and will be blocked from +Scheduling gates in general works very similar to Finalizers. Pods with non-empty +`spec.schedulingGates` field will show as status `SchedulingGated` and be blocked from scheduling. Note that more than one gate can be added, but they all should be added upon Pod creation (e.g., you can add them as part of the spec of via a mutating webhook). @@ -41,22 +42,24 @@ NAME READY STATUS RESTARTS AGE test-pod 0/1 SchedulingGated 0 10s ``` -To clear the gates, you update the Pod by removing the `schedulingGates` string literals. -The gates do not need to be removed all at once, but only when all the gates are removed the +To clear the gates, you update the Pod by removing all of the items from the Pod's `schedulingGates` +field. The gates do not need to be removed all at once, but only when all the gates are removed the scheduler will start to consider the Pod for scheduling. -Under the hood, SchedulingGates is implemented as a PreEnqueue scheduler plugin, a new scheduler +Under the hood, scheduling gates are implemented as a PreEnqueue scheduler plugin, a new scheduler framework extension point that is invoked at the beginning of each scheduling cycle. ## Use Cases An important use case this feature enables is dynamic quota management. Kubernetes supports -ResourceQuota, however quotas are enforced by the api-server on Pod creation. For example, if a -new Pod exceeds the cpu quota, it gets rejected. The api-server doesn't queue the Pod; therefore, -whoever created the Pod needs to continuously attempt to recreate it again! - -SchedulingGates allows an external quota manager to address the above limitation of ResourceQuota. -Specifically, the manager could add a "quotaCheck" scheduling gate to all Pods created in the +[ResourceQuota](/docs/concepts/policy/resource-quotas/), however the API Server enforces quota at +the time you attempt Pod creation. For example, if a new Pod exceeds the CPU quota, it gets rejected. +The API Server doesn't queue the Pod; therefore, whoever created the Pod needs to continuously attempt +to recreate it again. This either means a delay between resources becoming available and the Pod +actually running, or it means load on the API server and Scheduler due to constant attempts. + +Scheduling gates allows an external quota manager to address the above limitation of ResourceQuota. +Specifically, the manager could add a `example-com/quota-check` scheduling gate to all Pods created in the cluster (using a mutating webhook). The manager would then remove the gate when there is quota to start the Pod. @@ -67,5 +70,6 @@ and Scheduler. You're more than welcome to test it out and tell us (sig-scheduli ## Additional resources -- [Official PodSchedulingReadiness docs](https://kubernetes.io/docs/concepts/scheduling-eviction/pod-scheduling-readiness/) -- [Official Kubernetes Enhancement Proposal](https://github.com/kubernetes/enhancements/blob/master/keps/sig-scheduling/3521-pod-scheduling-readiness/README.md) +- [Pod Scheduling Readiness](https://kubernetes.io/docs/concepts/scheduling-eviction/pod-scheduling-readiness/) +in the Kubernetes documentation +- [Kubernetes Enhancement Proposal](https://github.com/kubernetes/enhancements/blob/master/keps/sig-scheduling/3521-pod-scheduling-readiness/README.md) From 4007a6ed513498ba6ff79d01b6c1e45cba6702b7 Mon Sep 17 00:00:00 2001 From: Wei Huang Date: Thu, 1 Dec 2022 17:45:30 -0800 Subject: [PATCH 3/8] Mermaid diagrams --- .../index.md | 59 +++++++++++++++++-- 1 file changed, 55 insertions(+), 4 deletions(-) diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md index 356a447b5de19..82b04b7a4ac59 100644 --- a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md +++ b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness/index.md @@ -18,9 +18,32 @@ infinite loop continues until the scheduler either finds a node for the Pod, or Pods that remain unschedulable for long periods of time (e.g., one that is blocked on some external event) waste scheduling cycles. A scheduling cycle may take ~20ms or more depending on the complexity of the Pod's scheduling constraints. Therefore, at scale, those wasted cycles significantly impact the -scheduler's performance. See the cycle in red arrows below. - -![](./scheduler-workflow-1.png) +scheduler's performance. See the arrows in the "scheduler" box below. + +{{< mermaid >}} +graph LR; + pod((New Pod))-->queue + subgraph Scheduler + queue(scheduler queue) + sched_cycle[/scheduling cycle/] + schedulable{schedulable?} + + queue==>|Pop out|sched_cycle + sched_cycle==>schedulable + schedulable==>|No|queue + subgraph note [Cycles wasted on keep rescheduling 'unready' Pods] + end + end + + classDef plain fill:#ddd,stroke:#fff,stroke-width:1px,color:#000; + classDef k8s fill:#326ce5,stroke:#fff,stroke-width:1px,color:#fff; + classDef Scheduler fill:#fff,stroke:#bbb,stroke-width:2px,color:#326ce5; + classDef note fill:#edf2ae,stroke:#fff,stroke-width:1px; + class queue,sched_cycle,schedulable k8s; + class pod plain; + class note note; + class Scheduler Scheduler; +{{< /mermaid >}} Scheduling gates helps address this problem. It allows declaring that newly created Pods are not ready for scheduling. When scheduling gates are present on a Pod, the scheduler ignores the Pod @@ -28,7 +51,35 @@ and therefore saves unnecessary scheduling attempts. Clearing the gates is the r external controllers with knowledge of when the Pod should be considered for scheduling (e.g., a resource provisioner). -![](scheduler-workflow-2.png) +{{< mermaid >}} +graph LR; + pod((New Pod))-->queue + subgraph Scheduler + queue(scheduler queue) + sched_cycle[/scheduling cycle/] + schedulable{schedulable?} + popout{Pop out?} + + queue==>|PreEnqueue check|popout + popout-->|Yes|sched_cycle + popout==>|No|queue + sched_cycle-->schedulable + schedulable-->|No|queue + subgraph note [A knob to gate Pod's scheduling] + end + end + + classDef plain fill:#ddd,stroke:#fff,stroke-width:1px,color:#000; + classDef k8s fill:#326ce5,stroke:#fff,stroke-width:1px,color:#fff; + classDef Scheduler fill:#fff,stroke:#bbb,stroke-width:2px,color:#326ce5; + classDef note fill:#edf2ae,stroke:#fff,stroke-width:1px; + classDef popout fill:#f96,stroke:#fff,stroke-width:1px; + class queue,sched_cycle,schedulable k8s; + class pod plain; + class note note; + class popout popout; + class Scheduler Scheduler; +{{< /mermaid >}} ## How does it work? 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zucen}kaIWJhNFVT%2TaIsRk-Ru+dCSO@&NfO|bBufUj<3Pr%#`r6mPk( zM@UEK1AD88aAv_-*{Lh^9h`Zh3xdI#aDa*)o;v6Fp}pPVbDLSC42o3a_|B2gj zi`Qo!EB|ac{Ca4S2ouYJIt{~N>Q}OxKcd)K+q3iOx4+(Hm>)u1dZ}riir%L45 zER*pt7Q9>m&$Gmysp{bZJeo=!A$@4-GaDqLx5W_o8;Bm)+Zq$}-8lxm&s};h#L_3& zT3!9v<ZT@;^bbAqPfVX_RL;ahsPKlTk!?tII_uO20#&F| zwxJij_8rM{+{I;In9MBgQSwJ~-JT=V@5gL;DLT@nvL8N1XV2HQ5R+Rpf*1TWBG3!7 z9Cgz}BUtJLPYm(h{HKNRdD%WNaE$y09p4HjGi^CH{FZtrUs+B01NyI13rgB!$-V}J zWHT-LYJjvozUEc*mD2f`>GYa4%Iytk%0siWM$F}??hhn+9!EBBg^7?UbPQI^hy5D36ib>)|D8UH;<@x7qHTk`p@1uhIo8@TwthuGY4F zNtYNBW0BJ=-oLVjeTY+FPd!5-EM8vZA5U3WraZ$kI#)KM-^ZLp18TWc~TU zl--~)SoUPeFL8opKMZ05Q_2dN-&!oLRaleNGGu3-bU6+))`s-MA@)Rw0Uc zJ}o18ck`3&sFx$XvLmoN@?Yrpp%u<%aLoQsE_d!|^gm3gkC%T7=A=V-b^7@aXu|rQ zMzlsbB{DVIItp8MQg1EUeR8~ZyivX`3x~aF6>yw7dsT7YXybB`KHD$Q*IJI&kj6_c z_*EqE(_~@td|#w3p1P z<|6wCithNuBVo- IY7_K-0G&zLiU0rr From 215e251c099cf24a435d59022e66ec5c15a1d40a Mon Sep 17 00:00:00 2001 From: Wei Huang Date: Fri, 2 Dec 2022 11:13:43 -0800 Subject: [PATCH 5/8] fixup: markdown format --- content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md index 82b04b7a4ac59..93b65323992b0 100644 --- a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md +++ b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md @@ -7,7 +7,7 @@ slug: pod-scheduling-readiness-alpha-1-26 **Author:** Wei Huang (Apple), Abdullah Gharaibeh (Google) -Kubernetes 1.26 introduced a new Pod feature: _scheduling gates. In Kubernetes, scheduling gates +Kubernetes 1.26 introduced a new Pod feature: _scheduling gates_. In Kubernetes, scheduling gates are keys that tell the scheduler when a Pod is ready to be considered for scheduling. ## What problem does it solve? From 0ab01cce5452fdfd9f541249d4e3335cee139dfb Mon Sep 17 00:00:00 2001 From: Wei Huang Date: Fri, 2 Dec 2022 21:36:52 -0800 Subject: [PATCH 6/8] fixup: rewording --- .../_posts/2022-11-29-pod-scheduling-readiness.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md index 93b65323992b0..acf1414068ee5 100644 --- a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md +++ b/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md @@ -15,7 +15,7 @@ are keys that tell the scheduler when a Pod is ready to be considered for schedu When a Pod is created, the scheduler will continuously attempt to find a node that fits it. This infinite loop continues until the scheduler either finds a node for the Pod, or the Pod gets deleted. -Pods that remain unschedulable for long periods of time (e.g., one that is blocked on some external event) +Pods that remain unschedulable for long periods of time (e.g., ones that are blocked on some external event) waste scheduling cycles. A scheduling cycle may take ~20ms or more depending on the complexity of the Pod's scheduling constraints. Therefore, at scale, those wasted cycles significantly impact the scheduler's performance. See the arrows in the "scheduler" box below. @@ -47,9 +47,11 @@ graph LR; Scheduling gates helps address this problem. It allows declaring that newly created Pods are not ready for scheduling. When scheduling gates are present on a Pod, the scheduler ignores the Pod -and therefore saves unnecessary scheduling attempts. Clearing the gates is the responsibility of -external controllers with knowledge of when the Pod should be considered for scheduling (e.g., -a resource provisioner). +and therefore saves unnecessary scheduling attempts. Those Pods will also be ignored by Cluster +Autoscaler if you have it installed in the cluster. + +Clearing the gates is the responsibility of external controllers with knowledge of when the Pod +should be considered for scheduling (e.g., a quota manager). {{< mermaid >}} graph LR; @@ -86,7 +88,7 @@ graph LR; Scheduling gates in general works very similar to Finalizers. Pods with non-empty `spec.schedulingGates` field will show as status `SchedulingGated` and be blocked from scheduling. Note that more than one gate can be added, but they all should be added upon Pod -creation (e.g., you can add them as part of the spec of via a mutating webhook). +creation (e.g., you can add them as part of the spec or via a mutating webhook). ``` NAME READY STATUS RESTARTS AGE From 0ae22279d471c1517df4393f94c654c22d4fa26b Mon Sep 17 00:00:00 2001 From: Wei Huang Date: Sat, 3 Dec 2022 17:11:27 -0800 Subject: [PATCH 7/8] add the final publishing date to Dec 26, 2022 --- ...duling-readiness.md => 2022-12-26-pod-scheduling-readiness.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename content/en/blog/_posts/{2022-11-29-pod-scheduling-readiness.md => 2022-12-26-pod-scheduling-readiness.md} (100%) diff --git a/content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md b/content/en/blog/_posts/2022-12-26-pod-scheduling-readiness.md similarity index 100% rename from content/en/blog/_posts/2022-11-29-pod-scheduling-readiness.md rename to content/en/blog/_posts/2022-12-26-pod-scheduling-readiness.md From 8bc543999fb3d960975038cc27f22d7e598126ad Mon Sep 17 00:00:00 2001 From: Wei Huang Date: Sun, 4 Dec 2022 18:36:42 -0800 Subject: [PATCH 8/8] fixup: address comments --- .../2022-12-26-pod-scheduling-readiness.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/content/en/blog/_posts/2022-12-26-pod-scheduling-readiness.md b/content/en/blog/_posts/2022-12-26-pod-scheduling-readiness.md index acf1414068ee5..1f420b7fd994a 100644 --- a/content/en/blog/_posts/2022-12-26-pod-scheduling-readiness.md +++ b/content/en/blog/_posts/2022-12-26-pod-scheduling-readiness.md @@ -1,8 +1,8 @@ --- layout: blog -title: "Kubernetes 1.26: Pod Scheduling Readiness to Alpha" -date: 2022-11-29 -slug: pod-scheduling-readiness-alpha-1-26 +title: "Kubernetes 1.26: Pod Scheduling Readiness" +date: 2022-12-26 +slug: pod-scheduling-readiness-alpha --- **Author:** Wei Huang (Apple), Abdullah Gharaibeh (Google) @@ -16,7 +16,7 @@ When a Pod is created, the scheduler will continuously attempt to find a node th infinite loop continues until the scheduler either finds a node for the Pod, or the Pod gets deleted. Pods that remain unschedulable for long periods of time (e.g., ones that are blocked on some external event) -waste scheduling cycles. A scheduling cycle may take ~20ms or more depending on the complexity of +waste scheduling cycles. A scheduling cycle may take ≅20ms or more depending on the complexity of the Pod's scheduling constraints. Therefore, at scale, those wasted cycles significantly impact the scheduler's performance. See the arrows in the "scheduler" box below. @@ -85,7 +85,7 @@ graph LR; ## How does it work? -Scheduling gates in general works very similar to Finalizers. Pods with non-empty +Scheduling gates in general works very similar to Finalizers. Pods with a non-empty `spec.schedulingGates` field will show as status `SchedulingGated` and be blocked from scheduling. Note that more than one gate can be added, but they all should be added upon Pod creation (e.g., you can add them as part of the spec or via a mutating webhook). @@ -112,17 +112,17 @@ to recreate it again. This either means a delay between resources becoming avail actually running, or it means load on the API server and Scheduler due to constant attempts. Scheduling gates allows an external quota manager to address the above limitation of ResourceQuota. -Specifically, the manager could add a `example-com/quota-check` scheduling gate to all Pods created in the +Specifically, the manager could add a `example.com/quota-check` scheduling gate to all Pods created in the cluster (using a mutating webhook). The manager would then remove the gate when there is quota to start the Pod. ## Whats next? To use this feature, the `PodSchedulingReadiness` feature gate must be enabled in the API Server -and Scheduler. You're more than welcome to test it out and tell us (sig-scheduling) what you think! +and scheduler. You're more than welcome to test it out and tell us (SIG Scheduling) what you think! ## Additional resources - [Pod Scheduling Readiness](https://kubernetes.io/docs/concepts/scheduling-eviction/pod-scheduling-readiness/) -in the Kubernetes documentation + in the Kubernetes documentation - [Kubernetes Enhancement Proposal](https://github.com/kubernetes/enhancements/blob/master/keps/sig-scheduling/3521-pod-scheduling-readiness/README.md)