From a30e8710051b46fe9a12698836810023429d0936 Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Mon, 18 May 2026 11:21:50 -0700 Subject: [PATCH 01/11] topology strategy --- .../2026-05-18-topology-strategy.md | 183 ++++++++++++++++++ reps/2026-06-18-topology-strategy/image1.png | Bin 0 -> 104601 bytes reps/2026-06-18-topology-strategy/image2.png | Bin 0 -> 58812 bytes reps/2026-06-18-topology-strategy/image3.png | Bin 0 -> 60675 bytes reps/2026-06-18-topology-strategy/image4.png | Bin 0 -> 70229 bytes reps/2026-06-18-topology-strategy/image5.png | Bin 0 -> 79741 bytes 6 files changed, 183 insertions(+) create mode 100644 reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md create mode 100644 reps/2026-06-18-topology-strategy/image1.png create mode 100644 reps/2026-06-18-topology-strategy/image2.png create mode 100644 reps/2026-06-18-topology-strategy/image3.png create mode 100644 reps/2026-06-18-topology-strategy/image4.png create mode 100644 reps/2026-06-18-topology-strategy/image5.png diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md new file mode 100644 index 00000000..cf3f111c --- /dev/null +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -0,0 +1,183 @@ +# Ray Toplogy Strategy +## General Motivation +The goal of this API is to introduce topology aware scheduling for placement groups. This allows users to specify a given label to have a specified placement strategy, such as packing all bundles of a placement group within one rack. + +This change is in part motivated by new GB300 racks that are connected through the NVLink domain, necessitating placement groups that target entire NVLink domains. The end goal is to further abstract to placement groups that target general groups such as TPU pods, NVLink domains, availability zones, etc. + +### Current Functionality Issues + +Currently, there is no way to specify this for placement groups, since the functionality only supports targeting specific labels, rather than targeting any possible value given some topology strategy. For example, if you tried to reserve resources to occupy an entire rack: + +```py +ray.util.placement_group([{"GPU": 4, "CPU": 2}] * 18, strategy="STRICT_PACK") +``` + +This would fail since it would try to reserve all the bundles within a SINGLE node with 72 GPUs and 36 CPUs. If you used PACK instead of STRICT\_PACK + +```py +ray.util.placement_group([{"GPU": 4, "CPU": 2}] * 18, strategy="PACK") +``` + +This would also (potentially) fail since there’s no guarantee we’ll place these bundles all on nodes within the same rack. If your cluster isn’t just 1 rack, some of the resources reserved will very likely be on nodes outside of the rack. + +Thus, our new topology strategy API proposal will allow users to specify for a placement group to be placed on a given value of some defined label, e.g. any rack for some rack\_id label. + +## Should this change be within `ray` or outside? + +This change will affect both `ray` and `KubeRay`. + +## Stewardship + +### Owners +- @aaronscalene +- @Sparks0219 + +### Reviewers +- @MengjinYan + +### Shepherd of the Proposal (should be a senior committer) +- @edoakes + +## Design and Architecture +### Basic API + +Support a topology\_strategy option on ray.util.placement\_group(). Topology\_strategy denotes a label and the placement strategy over the label. Ray groups candidate nodes by the value of that label and applies the chosen strategy over those groups. Let us first assume that we have started a cluster of nodes with custom labels, which can either be done through [CLI](https://docs.ray.io/en/latest/ray-core/scheduling/labels.html#custom), [yaml](https://docs.ray.io/en/latest/cluster/vms/references/ray-cluster-cli.html) files, or through [KubeRay](https://docs.ray.io/en/latest/cluster/kubernetes/user-guides/label-based-scheduling.html). An example of how one might use CLI to start a cluster with rack\_ids for specific nodes: + +``` +ray start --head --labels="rack_id=1" +ray start --labels="rack_id=1" # rack 1 nodes +ray start --labels="rack_id=2" # rack 2 nodes +``` + +To create a placement group with the new API: + +```py +pg = ray.util.placement_group( +bundles = [{"CPU": 2, "GPU": 4}] * 16, +# NEW FIELD +topology_strategy = [{"ray.io/node-id": "STRICT_PACK", "rack_id" : "STRICT_PACK"}], +) +``` + +We define the topology strategy for the `rack_id` label, and based on the `rack_id` label, we will `STRICT_PACK` all the bundles. Thus, we want to find a feasible allocation for the bundles such that all the bundles’ nodes that share the same label value of `rack_id`, let’s say `{rack_id : 1}`, committing and pushing this to the raylets, or we deem this infeasible (so the autoscaler can deal with it). Furthermore, for the `ray.io/node-id` label, this keeps with the existing placement group `strategy` field, where we will `STRICT_PACK` all bundles such that they also share the same node id. Combining this with the other restriction means all bundles of this placement group must be placed on the **same** `rack_id` and **same** `ray.io/node-id`. + +```py +@PublicAPI +@client_mode_wrap +def placement_group( +... +strategy: str, # if defined along with topology_strategy, will error out +... +bundle_label_selector: List[Dict[str, str]] = None, +# NEW FIELD +topology_strategy: Dict[str, str] = None, +) +``` + +Note that, we no longer support a `strategy` field above if the `topology_strategy` option is defined. This is because the topology strategy already supports node-wise strategy using the `ray.io/node-id` label, so the user may just specify their preference within that field. This on default will be `PACK`, keeping the same functionality as the `strategy` field. For more examples, see [example use cases](?tab=t.0#heading=h.zeti7487w99n). + +### Supported Strategies + +Strategies mirror the existing placement-group semantics, except that they are evaluated over the values of a label rather than only over nodes. + +* STRICT\_PACK: all bundles must share a single value of the label or the request is infeasible, meaning each scheduled bundle for the placement group has a single (label, value) tuple. + +### Fault Tolerance and Rescheduling Semantics + +The public API only exposes topology\_strategy, but internally there are two distinct phases. During initial placement, Ray is choosing any acceptable topology that fits the strategy, i.e. some specific rack / node etc. During recovery of a failed bundle, Ray usually wants to preserve the placement that was already chosen by the surviving bundles of the same placement group. For example: + +* For STRICT\_PACK on a rack, initial scheduling may choose any rack that satisfies the placement group. (i.e. rack 1\) + 1. If one node later fails, the replacement bundle should prefer a node in that same rack when spare capacity exists or a new node can be brought up with the same rack label. (i.e. place bundle on some rack 1 node) + 2. If the entire rack fails (100% of bundles failed), the replacement bundle should revert to the initial phase, finding any rack that satisfies the placement group (i.e. place placement group on rack 2\) + * In the future, we can allow the 100% to be more flexible, for instance if 50% of the bundles have failed we may try to immediately reschedule our placement group onto different topology + +## Example Use Cases +### Strict Pack based on Rack Id and Strict Pack for Bundles + +```py +pg = ray.util.placement_group( +bundles = [{"CPU": 2}] * 2, +topology_strategy = [{"ray.io/node-id" : "STRICT_PACK", "rack_id" : "STRICT_PACK"}], +) + +ray.get(pg.ready(), timeout=10) +``` + +The placement, with 2 nodes labeled rack\_id \= 1 and 2 nodes labeled rack\_id \= 2 each having 4 CPU resources each: + +![][image1] + +The bundles are STRICT\_PACKed based on rack\_id=1, so one node with rack\_id=1 is selected and placed with the bundles. Now, let us assume rack 1 goes down, and takes down all of its nodes. The placement will now be as follows: +![][image2] + +Since rack 1 has gone down, the bundles are now scheduled onto another value of rack\_id, which in this case is rack\_id=2. + +### Strict Pack based on Rack Id and Strict Spread for Bundles + +```py +pg = ray.util.placement_group( +bundles = [{"CPU": 2}] * 4, +topology_strategy = [{"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}], +) + +ray.get(pg.ready(), timeout=10) +``` + +Note here that, we enforce that all bundles are STRICT\_PACK on the same value rack\_id=1, however we can STRICT\_SPREAD our bundles across the nodes within the topology, which would have the following placement. + +![][image3] + +Let us say one node within this placement fails, since our placement group is not completely unplaced as in the previous example, we will still try to reschedule the unplaced bundle to no avail, marking this placement group as infeasible. +![][image4] + +### Spread Across Availability Zone and Within Rack (Possible Future Steps) + +```py +pg = ray.util.placement_group( +bundles = [[{"CPU": 2}, {"CPU": 2}], [{"CPU": 2}, {"CPU": 2}]], +topology_strategy = +[{"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}, {"availability_zone" : "STRICT_SPREAD"}] +) + +ray.get(pg.ready(), timeout=10) +``` + +Note that this is a rough sketch of how possible future steps would be for hierarchical topology scheduling. In this case, we have the initial list, which represents two groups of bundles, each defined as: `[{"CPU": 2}, {"CPU": 2}]`. So, both of these groups will try to be STRICT\_SPREAD across availability\_zone labels, so bundles of each group will not overlap. + +Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on the same rack\_id, and STRICT\_SPREAD across the nodes, similar to the examples above. Hence, we would have a potential following placement. + +![][image5] + +### Nuances Between Different Hierarchical Scheduling (Possible Future Steps) + +```py +pg = ray.util.placement_group( +bundles = [[{"CPU": 2}, {"CPU": 2}], [{"CPU": 2}, {"CPU": 2}]], +topology_strategy = +[{"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}, {"availability_zone" : "STRICT_PACK"}] +) + +ray.get(pg.ready(), timeout=10) +``` + +This is a similar placement group scheduling that we have specified in the previous example, but instead we are STRICT\_PACK both groups of bundles within the same availability zone instead. + +```py +pg = ray.util.placement_group( +bundles = [[{"CPU": 2}, {"CPU": 2}], [{"CPU": 2}, {"CPU": 2}]], +topology_strategy = +[{"ray.io/node-id" : "STRICT_SPREAD"}, {"rack_id" : "STRICT_PACK", "availability_zone" : "STRICT_PACK"}] +) + +ray.get(pg.ready(), timeout=10) +``` + +This is a different placement group scheduling that we have. The subtle difference is that the `rack_id` requirement is moved as the requirement for how to place the groups of bundles. At first, it might be hard to wrap around what is the difference between these two scheduling patterns. + +In the first strategy, both groups of bundles have to be in the same availability zone. However, these groups of bundles can be on the same / different racks. The bundles themselves within each group must be spread on different nodes of the rack. In the second strategy, both groups of bundles have to be in the same availability zone AND same rack. However, these groups of bundles have to then be spread across different nodes of that rack. + +## Compatibility, Deprecation, and Migration Plan +As mentioned above, we will continue to support all current functionality as normal, and only provide additional functionality with the new topology_strategy field. 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b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index cf3f111c..a31219ad 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -105,10 +105,10 @@ ray.get(pg.ready(), timeout=10) The placement, with 2 nodes labeled rack\_id \= 1 and 2 nodes labeled rack\_id \= 2 each having 4 CPU resources each: -![][image1] +![][image1.png] The bundles are STRICT\_PACKed based on rack\_id=1, so one node with rack\_id=1 is selected and placed with the bundles. Now, let us assume rack 1 goes down, and takes down all of its nodes. The placement will now be as follows: -![][image2] +![][image2.png] Since rack 1 has gone down, the bundles are now scheduled onto another value of rack\_id, which in this case is rack\_id=2. @@ -125,10 +125,10 @@ ray.get(pg.ready(), timeout=10) Note here that, we enforce that all bundles are STRICT\_PACK on the same value rack\_id=1, however we can STRICT\_SPREAD our bundles across the nodes within the topology, which would have the following placement. -![][image3] +![][image3.png] Let us say one node within this placement fails, since our placement group is not completely unplaced as in the previous example, we will still try to reschedule the unplaced bundle to no avail, marking this placement group as infeasible. -![][image4] +![][image4.png] ### Spread Across Availability Zone and Within Rack (Possible Future Steps) @@ -146,7 +146,7 @@ Note that this is a rough sketch of how possible future steps would be for hiera Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on the same rack\_id, and STRICT\_SPREAD across the nodes, similar to the examples above. Hence, we would have a potential following placement. -![][image5] +![][image5.png] ### Nuances Between Different Hierarchical Scheduling (Possible Future Steps) From 5cde63955ecd5836aac6ad04b797de24749d4ca9 Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Mon, 18 May 2026 14:36:17 -0700 Subject: [PATCH 03/11] images --- .../2026-05-18-topology-strategy.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index a31219ad..932116cc 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -105,10 +105,10 @@ ray.get(pg.ready(), timeout=10) The placement, with 2 nodes labeled rack\_id \= 1 and 2 nodes labeled rack\_id \= 2 each having 4 CPU resources each: -![][image1.png] +![](image1.png) The bundles are STRICT\_PACKed based on rack\_id=1, so one node with rack\_id=1 is selected and placed with the bundles. Now, let us assume rack 1 goes down, and takes down all of its nodes. The placement will now be as follows: -![][image2.png] +![](image2.png) Since rack 1 has gone down, the bundles are now scheduled onto another value of rack\_id, which in this case is rack\_id=2. @@ -125,10 +125,10 @@ ray.get(pg.ready(), timeout=10) Note here that, we enforce that all bundles are STRICT\_PACK on the same value rack\_id=1, however we can STRICT\_SPREAD our bundles across the nodes within the topology, which would have the following placement. -![][image3.png] +![](image3.png) Let us say one node within this placement fails, since our placement group is not completely unplaced as in the previous example, we will still try to reschedule the unplaced bundle to no avail, marking this placement group as infeasible. -![][image4.png] +![](image4.png) ### Spread Across Availability Zone and Within Rack (Possible Future Steps) @@ -146,7 +146,7 @@ Note that this is a rough sketch of how possible future steps would be for hiera Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on the same rack\_id, and STRICT\_SPREAD across the nodes, similar to the examples above. Hence, we would have a potential following placement. -![][image5.png] +![](image5.png) ### Nuances Between Different Hierarchical Scheduling (Possible Future Steps) From 7e084bcf2b4c11786cb086909d72f711134ffe56 Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Mon, 18 May 2026 14:39:20 -0700 Subject: [PATCH 04/11] ordering --- .../2026-05-18-topology-strategy.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index 932116cc..7e12b193 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -105,10 +105,10 @@ ray.get(pg.ready(), timeout=10) The placement, with 2 nodes labeled rack\_id \= 1 and 2 nodes labeled rack\_id \= 2 each having 4 CPU resources each: -![](image1.png) +![](image2.png) The bundles are STRICT\_PACKed based on rack\_id=1, so one node with rack\_id=1 is selected and placed with the bundles. Now, let us assume rack 1 goes down, and takes down all of its nodes. The placement will now be as follows: -![](image2.png) +![](image4.png) Since rack 1 has gone down, the bundles are now scheduled onto another value of rack\_id, which in this case is rack\_id=2. @@ -128,7 +128,7 @@ Note here that, we enforce that all bundles are STRICT\_PACK on the same value r ![](image3.png) Let us say one node within this placement fails, since our placement group is not completely unplaced as in the previous example, we will still try to reschedule the unplaced bundle to no avail, marking this placement group as infeasible. -![](image4.png) +![](image5.png) ### Spread Across Availability Zone and Within Rack (Possible Future Steps) @@ -146,7 +146,7 @@ Note that this is a rough sketch of how possible future steps would be for hiera Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on the same rack\_id, and STRICT\_SPREAD across the nodes, similar to the examples above. Hence, we would have a potential following placement. -![](image5.png) +![](image1.png) ### Nuances Between Different Hierarchical Scheduling (Possible Future Steps) From ae86763f898de306b3f664a0f5f803776f36f72e Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Wed, 20 May 2026 17:31:31 -0700 Subject: [PATCH 05/11] tweaks --- .../2026-05-18-topology-strategy.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index 7e12b193..b58017b7 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -2,11 +2,11 @@ ## General Motivation The goal of this API is to introduce topology aware scheduling for placement groups. This allows users to specify a given label to have a specified placement strategy, such as packing all bundles of a placement group within one rack. -This change is in part motivated by new GB300 racks that are connected through the NVLink domain, necessitating placement groups that target entire NVLink domains. The end goal is to further abstract to placement groups that target general groups such as TPU pods, NVLink domains, availability zones, etc. +This change is in part motivated by new GB300 racks that are connected by a NVLink domain. The end goal is to further abstract to placement groups that target general groups such as TPU pods, NVLink domains, availability zones, etc. ### Current Functionality Issues -Currently, there is no way to specify this for placement groups, since the functionality only supports targeting specific labels, rather than targeting any possible value given some topology strategy. For example, if you tried to reserve resources to occupy an entire rack: +Currently, there is no way exposed by the ray API to specify topology aware scheduling for placement groups, since the functionality only supports targeting specific labels, rather than targeting any possible value given some topology strategy. For example, if you tried to reserve resources to occupy an entire rack: ```py ray.util.placement_group([{"GPU": 4, "CPU": 2}] * 18, strategy="STRICT_PACK") @@ -41,7 +41,7 @@ This change will affect both `ray` and `KubeRay`. ## Design and Architecture ### Basic API -Support a topology\_strategy option on ray.util.placement\_group(). Topology\_strategy denotes a label and the placement strategy over the label. Ray groups candidate nodes by the value of that label and applies the chosen strategy over those groups. Let us first assume that we have started a cluster of nodes with custom labels, which can either be done through [CLI](https://docs.ray.io/en/latest/ray-core/scheduling/labels.html#custom), [yaml](https://docs.ray.io/en/latest/cluster/vms/references/ray-cluster-cli.html) files, or through [KubeRay](https://docs.ray.io/en/latest/cluster/kubernetes/user-guides/label-based-scheduling.html). An example of how one might use CLI to start a cluster with rack\_ids for specific nodes: +Support a topology\_strategy option on ray.util.placement\_group(). Topology\_strategy denotes a label and the placement strategy over the label. Ray groups candidate nodes by the value of that label and applies the chosen strategy over those groups. Let us first assume that we have started a cluster of nodes with custom labels, which can either be done through [CLI](https://docs.ray.io/en/latest/ray-core/scheduling/labels.html#custom), [yaml](https://docs.ray.io/en/latest/cluster/vms/references/ray-cluster-cli.html) files, or through [KubeRay](https://docs.ray.io/en/latest/cluster/kubernetes/user-guides/label-based-scheduling.html). An example of how one might use the Ray CLI to start a cluster with rack\_ids for specific nodes: ``` ray start --head --labels="rack_id=1" @@ -59,7 +59,7 @@ topology_strategy = [{"ray.io/node-id": "STRICT_PACK", "rack_id" : "STRICT_PACK" ) ``` -We define the topology strategy for the `rack_id` label, and based on the `rack_id` label, we will `STRICT_PACK` all the bundles. Thus, we want to find a feasible allocation for the bundles such that all the bundles’ nodes that share the same label value of `rack_id`, let’s say `{rack_id : 1}`, committing and pushing this to the raylets, or we deem this infeasible (so the autoscaler can deal with it). Furthermore, for the `ray.io/node-id` label, this keeps with the existing placement group `strategy` field, where we will `STRICT_PACK` all bundles such that they also share the same node id. Combining this with the other restriction means all bundles of this placement group must be placed on the **same** `rack_id` and **same** `ray.io/node-id`. +We define the topology strategy for the `rack_id` label, and based on the `rack_id` label, we will `STRICT_PACK` all the bundles. Thus, we want to find a feasible allocation for the bundles such that all the bundles’ nodes that share the same label value of `rack_id`, let’s say `{rack_id : 1}`, or we deem this infeasible (so the autoscaler can deal with it). Furthermore, for the `ray.io/node-id` label, this keeps with the existing placement group `strategy` field, where we will `STRICT_PACK` all bundles such that they also share the same node id. Combining this with the other restriction means all bundles of this placement group must be placed on the **same** `rack_id` and **same** `ray.io/node-id`. ```py @PublicAPI From 365c5736673c01dabe71de395fc654030ae76f8a Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Sun, 24 May 2026 23:57:00 -0700 Subject: [PATCH 06/11] fix --- .../2026-06-18-topology-strategy/2026-05-18-topology-strategy.md | 1 + 1 file changed, 1 insertion(+) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index b58017b7..0e7fde7f 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -34,6 +34,7 @@ This change will affect both `ray` and `KubeRay`. ### Reviewers - @MengjinYan +- @andrewsykim ### Shepherd of the Proposal (should be a senior committer) - @edoakes From 190198bb3c7ae0e8f7a8b0b82475ce2f3f8fa46d Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Thu, 28 May 2026 11:34:53 -0700 Subject: [PATCH 07/11] strict pack az --- .../2026-05-18-topology-strategy.md | 39 ++++++++++++++++++ reps/2026-06-18-topology-strategy/image6.png | Bin 0 -> 92499 bytes 2 files changed, 39 insertions(+) create mode 100644 reps/2026-06-18-topology-strategy/image6.png diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index 0e7fde7f..c6bf7df5 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -149,6 +149,24 @@ Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on ![](image1.png) +### Strict Pack Within Availability Zone and Within Rack (Possible Future Steps) + +```py +pg = ray.util.placement_group( +bundles = [[{"CPU": 2}, {"CPU": 2}], [{"CPU": 2}, {"CPU": 2}]], +topology_strategy = +[{"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}, {"availability_zone" : "STRICT_PACK"}] +) + +ray.get(pg.ready(), timeout=10) +``` + +In this case, we have the initial list, which represents two groups of bundles, each defined as: `[{"CPU": 2}, {"CPU": 2}]`. Both of these groups will try to be STRICT\_PACK within some availability\_zone. Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on the same rack\_id, and STRICT\_SPREAD across the nodes, similar to the examples above. Hence, we would have a potential following placement. + +The following is only a potential configuration. Another possible configuration is that both bundle groups are scheduled with the same rack\_id. + +![](image6.png) + ### Nuances Between Different Hierarchical Scheduling (Possible Future Steps) ```py @@ -177,6 +195,27 @@ This is a different placement group scheduling that we have. The subtle differen In the first strategy, both groups of bundles have to be in the same availability zone. However, these groups of bundles can be on the same / different racks. The bundles themselves within each group must be spread on different nodes of the rack. In the second strategy, both groups of bundles have to be in the same availability zone AND same rack. However, these groups of bundles have to then be spread across different nodes of that rack. +## Implementation Plan + +### Milestone 1: public topology\_strategy API for placement groups + +* Create public topology\_strategy API on placement groups. +* Support STRICT\_PACK placement groups on arbitrary labels. +* Confirming functionality with NVIDIA / Reflection folks. + +### Milestone 2: support multiple scheduling strategies + +* Support PACK, SPREAD, STRICT\_SPREAD, etc. + +### Milestone 3: e2e autoscaler integration + +* Support TPU-slice labels, availability zones, etc. + +### Milestone 4: nested and hierarchical topology scheduling + +* Add a nested representation so that a higher-level label topology\_strategy can treat lower-level groups as units. +* Helps support cases such as rack-in-AZ, multi-rack NVLink topology\_strategies, and future region-level scheduling on a high level (without autoscaler automatic labeling / scaling integration yet) + ## Compatibility, Deprecation, and Migration Plan As mentioned above, we will continue to support all current functionality as normal, and only provide additional functionality with the new topology_strategy field. 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Subject: [PATCH 08/11] model replica example --- .../2026-05-18-topology-strategy.md | 18 +++++++++++++++++- reps/2026-06-18-topology-strategy/image7.png | Bin 0 -> 120609 bytes 2 files changed, 17 insertions(+), 1 deletion(-) create mode 100644 reps/2026-06-18-topology-strategy/image7.png diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index c6bf7df5..e5245ed0 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -117,7 +117,7 @@ Since rack 1 has gone down, the bundles are now scheduled onto another value of ```py pg = ray.util.placement_group( -bundles = [{"CPU": 2}] * 4, +bundles = [{"CPU": 2}] * 2, topology_strategy = [{"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}], ) @@ -167,6 +167,22 @@ The following is only a potential configuration. Another possible configuration ![](image6.png) +### Strict Spread Across Racks And Nodes (Possible Future Steps) + +```py +pg = ray.util.placement_group( +bundles = [[{"CPU": 2}, {"CPU": 2}] * 4], +topology_strategy = +[{"ray.io/node-id" : "STRICT_SPREAD"}, {"rack_id" : "STRICT_SPREAD"}] +) + +ray.get(pg.ready(), timeout=10) +``` + +In this case, we have groups of bundles that we want to STRICT\_SPREAD across all racks, so each group of bundles has the same rack\_id locality, but no group of bundles will share the same rack. We then STRICT\_SPREAD the bundles across the nodes within the rack. The configuration would look similar to below. + +![](image7.png) + ### Nuances Between Different Hierarchical Scheduling (Possible Future Steps) ```py diff --git a/reps/2026-06-18-topology-strategy/image7.png b/reps/2026-06-18-topology-strategy/image7.png new file mode 100644 index 0000000000000000000000000000000000000000..f8c494c9547126c70db81a5cdabf8a0f6e2f5457 GIT binary patch literal 120609 zcma%j1yodB+cw}xh#;Y;bfsWiVMWu3a6+!oUc# z!+`vCjSBD${)+=X;5~o7uO+;~zybau0Y2WjSpT>h$0GOIKYn9f-6^U0R9+sqNYm2I z+Su#uP%W*h|=pRtIi7!xk`Pk#M1?!TV=>&D02;L`tv6o2S^brc}9*p0{B ze=|+&#+Q)uB!G{Uc2cTZz&9Xe;6F?j;6K(s-{9}vtd9CH8w?By40$O@EpJS87S5UJ z;&{6%Bgy?I&u`L2go{3*?=0pl)+i$>FyQ1bt3KE)tJBg(AZ4N_B9Rbnzew^s^zn4K zPq6XsTXn~+wXWP9?B8p?JVkjeY#&631P%s#Ihwr`J<8mRvN09OsFK9MA_~TU&|+ZX zO8ozSN|-^?iNgt^nC}0du4g5pCF%?P?~nXzOj@pvjnYxS*{h%f2G!6(+HM$F!;|I{TCvK1mh8f z6Wn8+{yz~HAT95IC#^(Cdl~7)m~-v1iVL0>R;oCXo58A9^_&+FN9(jO{*Ojjjn%Is 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z-@DkU9G=6p4lK$u1p=tz+1zMB1kdu+s>Rc5zdr?@$+DGhksTyUcjXDF zY`WL%*hwZ8;1`8{kAna9%u7#5B+^xSRXNEyE$-NEPj>ZBrA8_*jZF=Q2~!WPq1h4A z9~-P)<0BcbxXyd-cmMtSv(ge3FF*U(m39)<*g4TY$q+%F=9PYKIQ<=TLHiFV2>`v6 zA#I2-)N;b!XVZrRKUDr+JpWtCE)cwa4e~lD|Ic>$SH1tkMcyD@e4!Tl=;z;K?BC1y zf4@Sb0D>Z_XCy=C)8xMwNG5-a5B%0%_#d8ick!AqC!8w(h^?IW z?SClxKd+PFc}(R{jt5u&$EN;QHI#-RAk%j@iIVyMUHad);0C}H$=724+35dmq5gXv zRPh=FLyF3N{}l0mC_VnI|F4~J)~+B|NC18&f#LhCq?D;Xv91mYC7V*@1p>lL|KS2h zbRBs}O8ehG0KWTGyMyW&6(j$jzW=XV Date: Fri, 5 Jun 2026 10:13:54 -0700 Subject: [PATCH 09/11] Match API Signed-off-by: aaronscalene --- .../2026-05-18-topology-strategy.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index e5245ed0..cf12e542 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -71,7 +71,7 @@ strategy: str, # if defined along with topology_strategy, will error out ... bundle_label_selector: List[Dict[str, str]] = None, # NEW FIELD -topology_strategy: Dict[str, str] = None, +topology_strategy: List[Dict[str, str]] = None, ) ``` From 24b09d098cf2538b8ecd1c7a32fc730cd2e90ca5 Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Mon, 8 Jun 2026 17:01:12 -0700 Subject: [PATCH 10/11] topo strate --- .../2026-05-18-topology-strategy.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index e5245ed0..15ce5426 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -1,4 +1,4 @@ -# Ray Toplogy Strategy +# Ray Topology Strategy ## General Motivation The goal of this API is to introduce topology aware scheduling for placement groups. This allows users to specify a given label to have a specified placement strategy, such as packing all bundles of a placement group within one rack. @@ -56,7 +56,7 @@ To create a placement group with the new API: pg = ray.util.placement_group( bundles = [{"CPU": 2, "GPU": 4}] * 16, # NEW FIELD -topology_strategy = [{"ray.io/node-id": "STRICT_PACK", "rack_id" : "STRICT_PACK"}], +topology_strategy = {"ray.io/node-id": "STRICT_PACK", "rack_id" : "STRICT_PACK"}, ) ``` @@ -98,7 +98,7 @@ The public API only exposes topology\_strategy, but internally there are two dis ```py pg = ray.util.placement_group( bundles = [{"CPU": 2}] * 2, -topology_strategy = [{"ray.io/node-id" : "STRICT_PACK", "rack_id" : "STRICT_PACK"}], +topology_strategy = {"ray.io/node-id" : "STRICT_PACK", "rack_id" : "STRICT_PACK"}, ) ray.get(pg.ready(), timeout=10) @@ -118,7 +118,7 @@ Since rack 1 has gone down, the bundles are now scheduled onto another value of ```py pg = ray.util.placement_group( bundles = [{"CPU": 2}] * 2, -topology_strategy = [{"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}], +topology_strategy = ["ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}, ) ray.get(pg.ready(), timeout=10) @@ -143,7 +143,7 @@ topology_strategy = ray.get(pg.ready(), timeout=10) ``` -Note that this is a rough sketch of how possible future steps would be for hierarchical topology scheduling. In this case, we have the initial list, which represents two groups of bundles, each defined as: `[{"CPU": 2}, {"CPU": 2}]`. So, both of these groups will try to be STRICT\_SPREAD across availability\_zone labels, so bundles of each group will not overlap. +Note that this is a rough sketch of how possible future steps would be for hierarchical topology scheduling. We introduce topology strategy in a list format, where each element of the list maps to each layer of bundles. In this case, we have the initial list, which represents two groups of bundles, each defined as: `[{"CPU": 2}, {"CPU": 2}]`. So, both of these groups will try to be STRICT\_SPREAD across availability\_zone labels, so bundles of each group will not overlap. Now for each group, the individual `{"CPU": 2}` bundles will be STRICT\_PACK on the same rack\_id, and STRICT\_SPREAD across the nodes, similar to the examples above. Hence, we would have a potential following placement. @@ -217,7 +217,7 @@ In the first strategy, both groups of bundles have to be in the same availabilit * Create public topology\_strategy API on placement groups. * Support STRICT\_PACK placement groups on arbitrary labels. -* Confirming functionality with NVIDIA / Reflection folks. +* Only support one layer of topology strategy ### Milestone 2: support multiple scheduling strategies From 4e07ecd0930192c0b3f340cd106f4e0e252bfbb0 Mon Sep 17 00:00:00 2001 From: Aaron Li Date: Tue, 9 Jun 2026 21:48:48 -0700 Subject: [PATCH 11/11] r --- .../2026-05-18-topology-strategy.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md index 8c04a7ae..1f87264d 100644 --- a/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md +++ b/reps/2026-06-18-topology-strategy/2026-05-18-topology-strategy.md @@ -71,7 +71,7 @@ strategy: str, # if defined along with topology_strategy, will error out ... bundle_label_selector: List[Dict[str, str]] = None, # NEW FIELD -topology_strategy: List[Dict[str, str]] = None, +topology_strategy: Dict[str, str] = None, ) ``` @@ -118,7 +118,7 @@ Since rack 1 has gone down, the bundles are now scheduled onto another value of ```py pg = ray.util.placement_group( bundles = [{"CPU": 2}] * 2, -topology_strategy = ["ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}, +topology_strategy = {"ray.io/node-id" : "STRICT_SPREAD", "rack_id" : "STRICT_PACK"}, ) ray.get(pg.ready(), timeout=10)