From da41301c5499ee2d52219e8120d26307fc9ba98b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Max=20K=C3=B6rb=C3=A4cher?= Date: Sun, 30 Aug 2020 13:43:51 +0200 Subject: [PATCH 01/12] add endpointslice feature blog --- ...ng-kubernetes-networking-endpointslices.md | 46 ++++++++++++++++++ .../endpoint-slices.png | Bin 0 -> 213154 bytes 2 files changed, 46 insertions(+) create mode 100644 content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md create mode 100644 static/images/blog/2020-09-02-scaling-kubernetes-networking-endpointslices/endpoint-slices.png diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md new file mode 100644 index 0000000000..92738fb53d --- /dev/null +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -0,0 +1,46 @@ +--- +layout: blog +title: 'Scaling Kubernetes Networking With EndpointSlices' +date: 2020-09-02 +slug: scaling-kubernetes-networking-with-endpointSlices +--- +**Author:** Rob Scott (Google) + +EndpointSlices are an exciting new API that provides a scalable and extensible alternative to the Endpoints API. EndpointSlices track IP addresses, ports, readiness, and topology information for Pods backing a Service. + +In Kubernetes 1.19 this feature will be enabled by default with kube-proxy reading from [EndpointSlices](https://kubernetes.io/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It will also enable significant new features in future Kubernetes releases like Topology Aware Routing. + +# Scalability Limitations of the Endpoints API +With the Endpoints API, there was only one Endpoint resource for a Service. That meant that it needed to be able to store IP addresses and ports (network endpoints) for every Pod that was backing the corresponding Service. This resulted in huge API resources. To compound this problem, kube-proxy was running on every node and watching for any updates to Endpoints resources. If even a single network endpoint changed in an Endpoints resource, the whole object would have to be sent to each of those instances of kube-proxy. + +A further limitation of the Endpoints API is that it limits the number of network endpoints that can be tracked for a Service. The default size limit for an object stored in etcd is 1.5MB. In some cases that can limit an Endpoints resource to 5,000 Pod IPs. This is not an issue for most users, but it becomes a significant problem for users with Services approaching this size. + +To show just how significant these issues become at scale it helps to have a simple example. Think about a Service which has 5,000 Pods, it might end up with a 1.5MB Endpoints resource. If even a single network endpoint in that list changes, the full Endpoints resource will need to be distributed to each Node in the cluster. This becomes quite an issue in a large cluster with 3,000 Nodes. Each update would involve sending 4.5GB of data (1.5MB Endpoints * 3,000 Nodes) across the cluster. That's nearly enough to fill up a DVD, and it would happen for each Endpoints change. Imagine a rolling update that results in all 5,000 Pods being replaced - that's more than 22TB (or 5,000 DVDs) worth of data transferred. + +# Splitting endpoints up with the EndpointSlice API +The EndpointSlice API was designed to address this issue with an approach similar to sharding. Instead of tracking all Pod IPs for a Service with a single Endpoints resource, we split them into multiple smaller EndpointSlices. + +Consider an example where a Service is backed by 15 pods. We'd end up with a single Endpoints resource that tracked all of them. If EndpointSlices were configured to store 5 endpoints each, we'd end up with 3 different EndpointSlices: +![EndpointSlices](/images/blog/2020-09-02-scaling-kubernetes-networking-endpointslices/endpoint-slices.png) + +By default, EndpointSlices will store as many as 100 endpoints each, though this can be configured with the --max-endpoints-per-slice flag on kube-controller-manager. + +# EndpointSlices provide 10x scalability improvements +This API dramatically improves networking scalability. Now when a Pod is added or removed, only 1 small EndpointSlice needs to be updated. This difference becomes quite noticeable when hundreds or thousands of Pods are backing a single Service. + +Potentially more significant, now that all Pod IPs for a Service don't need to be stored in a single resource, we don't have to worry about the size limit for objects stored in etcd. EndpointSlices have already been used to scale Services beyond 100,000 network endpoints. + +All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale at least 10x beyond any previous limitations. + +# EndpointSlices enable new functionality +As a new API, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This will include dual-stack Services, topology aware routing, and endpoint subsetting. + +Dual-Stack Services are an exciting new feature that has been in development alongside EndpointSlices. They will utilize both IPv4 and IPv6 addresses for Services and rely on the addressType field on EndpointSlices to track these addresses by IP family. + +Topology aware routing will update kube-proxy to prefer routing requests within the same zone or region. This makes use of the topology fields stored for each endpoint in an EndpointSlice. As a further refinement of that, we're exploring the potential of endpoint subsetting. This would allow kube-proxy to only watch a subset of EndpointSlices. For example, this might be combined with topology aware routing so that kube-proxy would only need to watch EndpointSlices containing endpoints within the same zone. This would provide another very significant scalability improvement. + +# What does this mean for the Endpoints API? +Although the EndpointSlice API is providing a newer and more scalable alternative to the Endpoints API, the Endpoints API will continue to be considered generally available and stable. The most significant change planned for the Endpoints API will involve beginning to truncate Endpoints that would otherwise run into scalability issues. + +Although the Endpoints API is not going away, many new features will be enabled by the EndpointSlice API. 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1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 92738fb53d..249b976913 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -4,20 +4,21 @@ title: 'Scaling Kubernetes Networking With EndpointSlices' date: 2020-09-02 slug: scaling-kubernetes-networking-with-endpointSlices --- + **Author:** Rob Scott (Google) EndpointSlices are an exciting new API that provides a scalable and extensible alternative to the Endpoints API. EndpointSlices track IP addresses, ports, readiness, and topology information for Pods backing a Service. In Kubernetes 1.19 this feature will be enabled by default with kube-proxy reading from [EndpointSlices](https://kubernetes.io/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It will also enable significant new features in future Kubernetes releases like Topology Aware Routing. -# Scalability Limitations of the Endpoints API +## Scalability Limitations of the Endpoints API With the Endpoints API, there was only one Endpoint resource for a Service. That meant that it needed to be able to store IP addresses and ports (network endpoints) for every Pod that was backing the corresponding Service. This resulted in huge API resources. To compound this problem, kube-proxy was running on every node and watching for any updates to Endpoints resources. If even a single network endpoint changed in an Endpoints resource, the whole object would have to be sent to each of those instances of kube-proxy. A further limitation of the Endpoints API is that it limits the number of network endpoints that can be tracked for a Service. The default size limit for an object stored in etcd is 1.5MB. In some cases that can limit an Endpoints resource to 5,000 Pod IPs. This is not an issue for most users, but it becomes a significant problem for users with Services approaching this size. To show just how significant these issues become at scale it helps to have a simple example. Think about a Service which has 5,000 Pods, it might end up with a 1.5MB Endpoints resource. If even a single network endpoint in that list changes, the full Endpoints resource will need to be distributed to each Node in the cluster. This becomes quite an issue in a large cluster with 3,000 Nodes. Each update would involve sending 4.5GB of data (1.5MB Endpoints * 3,000 Nodes) across the cluster. That's nearly enough to fill up a DVD, and it would happen for each Endpoints change. Imagine a rolling update that results in all 5,000 Pods being replaced - that's more than 22TB (or 5,000 DVDs) worth of data transferred. -# Splitting endpoints up with the EndpointSlice API +## Splitting endpoints up with the EndpointSlice API The EndpointSlice API was designed to address this issue with an approach similar to sharding. Instead of tracking all Pod IPs for a Service with a single Endpoints resource, we split them into multiple smaller EndpointSlices. Consider an example where a Service is backed by 15 pods. We'd end up with a single Endpoints resource that tracked all of them. If EndpointSlices were configured to store 5 endpoints each, we'd end up with 3 different EndpointSlices: @@ -25,21 +26,21 @@ Consider an example where a Service is backed by 15 pods. We'd end up with a sin By default, EndpointSlices will store as many as 100 endpoints each, though this can be configured with the --max-endpoints-per-slice flag on kube-controller-manager. -# EndpointSlices provide 10x scalability improvements +## EndpointSlices provide 10x scalability improvements This API dramatically improves networking scalability. Now when a Pod is added or removed, only 1 small EndpointSlice needs to be updated. This difference becomes quite noticeable when hundreds or thousands of Pods are backing a single Service. Potentially more significant, now that all Pod IPs for a Service don't need to be stored in a single resource, we don't have to worry about the size limit for objects stored in etcd. EndpointSlices have already been used to scale Services beyond 100,000 network endpoints. All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale at least 10x beyond any previous limitations. -# EndpointSlices enable new functionality +## EndpointSlices enable new functionality As a new API, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This will include dual-stack Services, topology aware routing, and endpoint subsetting. Dual-Stack Services are an exciting new feature that has been in development alongside EndpointSlices. They will utilize both IPv4 and IPv6 addresses for Services and rely on the addressType field on EndpointSlices to track these addresses by IP family. Topology aware routing will update kube-proxy to prefer routing requests within the same zone or region. This makes use of the topology fields stored for each endpoint in an EndpointSlice. As a further refinement of that, we're exploring the potential of endpoint subsetting. This would allow kube-proxy to only watch a subset of EndpointSlices. For example, this might be combined with topology aware routing so that kube-proxy would only need to watch EndpointSlices containing endpoints within the same zone. This would provide another very significant scalability improvement. -# What does this mean for the Endpoints API? +## What does this mean for the Endpoints API? Although the EndpointSlice API is providing a newer and more scalable alternative to the Endpoints API, the Endpoints API will continue to be considered generally available and stable. The most significant change planned for the Endpoints API will involve beginning to truncate Endpoints that would otherwise run into scalability issues. Although the Endpoints API is not going away, many new features will be enabled by the EndpointSlice API. To take advantage of the new scalability and functionality that EndpointSlices provide, applications that currently consume Endpoints will likely want to consider switching to EndpointSlices in the future. From 73c8016e4ec51276d23525779cb6c706717e26ac Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Sun, 30 Aug 2020 17:08:38 +0200 Subject: [PATCH 03/12] add quotation mark Co-authored-by: Tim Bannister --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 249b976913..8149e5e133 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -24,7 +24,7 @@ The EndpointSlice API was designed to address this issue with an approach simila Consider an example where a Service is backed by 15 pods. We'd end up with a single Endpoints resource that tracked all of them. If EndpointSlices were configured to store 5 endpoints each, we'd end up with 3 different EndpointSlices: ![EndpointSlices](/images/blog/2020-09-02-scaling-kubernetes-networking-endpointslices/endpoint-slices.png) -By default, EndpointSlices will store as many as 100 endpoints each, though this can be configured with the --max-endpoints-per-slice flag on kube-controller-manager. +By default, EndpointSlices store as many as 100 endpoints each, though this can be configured with the `--max-endpoints-per-slice` flag on kube-controller-manager. ## EndpointSlices provide 10x scalability improvements This API dramatically improves networking scalability. Now when a Pod is added or removed, only 1 small EndpointSlice needs to be updated. This difference becomes quite noticeable when hundreds or thousands of Pods are backing a single Service. @@ -44,4 +44,3 @@ Topology aware routing will update kube-proxy to prefer routing requests within Although the EndpointSlice API is providing a newer and more scalable alternative to the Endpoints API, the Endpoints API will continue to be considered generally available and stable. The most significant change planned for the Endpoints API will involve beginning to truncate Endpoints that would otherwise run into scalability issues. Although the Endpoints API is not going away, many new features will be enabled by the EndpointSlice API. To take advantage of the new scalability and functionality that EndpointSlices provide, applications that currently consume Endpoints will likely want to consider switching to EndpointSlices in the future. - From bb139e0b8af087a4ce0727aaccff636480ef28ca Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Sun, 30 Aug 2020 17:09:54 +0200 Subject: [PATCH 04/12] edit slug Co-authored-by: Tim Bannister --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 8149e5e133..78361dd993 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -2,7 +2,7 @@ layout: blog title: 'Scaling Kubernetes Networking With EndpointSlices' date: 2020-09-02 -slug: scaling-kubernetes-networking-with-endpointSlices +slug: scaling-kubernetes-networking-with-endpointslices --- **Author:** Rob Scott (Google) From 91f9d2e74913cafad875620a100de341d98c135b Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Sun, 30 Aug 2020 17:11:15 +0200 Subject: [PATCH 05/12] adjust wording Co-authored-by: Tim Bannister --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 78361dd993..c4c87ef800 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -31,7 +31,7 @@ This API dramatically improves networking scalability. Now when a Pod is added o Potentially more significant, now that all Pod IPs for a Service don't need to be stored in a single resource, we don't have to worry about the size limit for objects stored in etcd. EndpointSlices have already been used to scale Services beyond 100,000 network endpoints. -All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale at least 10x beyond any previous limitations. +All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale to at least 10 times any previous limitations. ## EndpointSlices enable new functionality As a new API, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This will include dual-stack Services, topology aware routing, and endpoint subsetting. From 45caa32f9f1293982dcda505a08959f21cb4d8ca Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Max=20K=C3=B6rb=C3=A4cher?= Date: Mon, 31 Aug 2020 08:51:31 +0200 Subject: [PATCH 06/12] fixed grammar --- ...20-09-02-scaling-kubernetes-networking-endpointslices.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index c4c87ef800..b8e4cc186c 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -9,10 +9,10 @@ slug: scaling-kubernetes-networking-with-endpointslices EndpointSlices are an exciting new API that provides a scalable and extensible alternative to the Endpoints API. EndpointSlices track IP addresses, ports, readiness, and topology information for Pods backing a Service. -In Kubernetes 1.19 this feature will be enabled by default with kube-proxy reading from [EndpointSlices](https://kubernetes.io/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It will also enable significant new features in future Kubernetes releases like Topology Aware Routing. +In Kubernetes 1.19 this feature is be enabled by default with kube-proxy reading from [EndpointSlices](/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It also enables significant new features in future Kubernetes releases like Topology Aware Routing. ## Scalability Limitations of the Endpoints API -With the Endpoints API, there was only one Endpoint resource for a Service. That meant that it needed to be able to store IP addresses and ports (network endpoints) for every Pod that was backing the corresponding Service. This resulted in huge API resources. To compound this problem, kube-proxy was running on every node and watching for any updates to Endpoints resources. If even a single network endpoint changed in an Endpoints resource, the whole object would have to be sent to each of those instances of kube-proxy. +With the Endpoints API, there was only one Endpoints resource for a Service. That meant that it needed to be able to store IP addresses and ports (network endpoints) for every Pod that was backing the corresponding Service. This resulted in huge API resources. To compound this problem, kube-proxy was running on every node and watching for any updates to Endpoints resources. If even a single network endpoint changed in an Endpoints resource, the whole object would have to be sent to each of those instances of kube-proxy. A further limitation of the Endpoints API is that it limits the number of network endpoints that can be tracked for a Service. The default size limit for an object stored in etcd is 1.5MB. In some cases that can limit an Endpoints resource to 5,000 Pod IPs. This is not an issue for most users, but it becomes a significant problem for users with Services approaching this size. @@ -34,7 +34,7 @@ Potentially more significant, now that all Pod IPs for a Service don't need to b All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale to at least 10 times any previous limitations. ## EndpointSlices enable new functionality -As a new API, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This will include dual-stack Services, topology aware routing, and endpoint subsetting. +Introduced as an alpha feature in Kubernetes v1.18, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This could include dual-stack Services, topology aware routing, and endpoint subsetting. Dual-Stack Services are an exciting new feature that has been in development alongside EndpointSlices. They will utilize both IPv4 and IPv6 addresses for Services and rely on the addressType field on EndpointSlices to track these addresses by IP family. From c1f1bcf99b17df552d1860f2bfc811bdc61a186e Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Tue, 1 Sep 2020 16:59:38 +0200 Subject: [PATCH 07/12] update link Co-authored-by: Bob Killen --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index b8e4cc186c..03736c5150 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -9,7 +9,7 @@ slug: scaling-kubernetes-networking-with-endpointslices EndpointSlices are an exciting new API that provides a scalable and extensible alternative to the Endpoints API. EndpointSlices track IP addresses, ports, readiness, and topology information for Pods backing a Service. -In Kubernetes 1.19 this feature is be enabled by default with kube-proxy reading from [EndpointSlices](/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It also enables significant new features in future Kubernetes releases like Topology Aware Routing. +In Kubernetes 1.19 this feature is be enabled by default with kube-proxy reading from [EndpointSlices](/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It also enables significant new features in future Kubernetes releases like [Topology Aware Routing](/docs/concepts/services-networking/service-topology/). ## Scalability Limitations of the Endpoints API With the Endpoints API, there was only one Endpoints resource for a Service. That meant that it needed to be able to store IP addresses and ports (network endpoints) for every Pod that was backing the corresponding Service. This resulted in huge API resources. To compound this problem, kube-proxy was running on every node and watching for any updates to Endpoints resources. If even a single network endpoint changed in an Endpoints resource, the whole object would have to be sent to each of those instances of kube-proxy. From 971de9c3411b311aa85870f038583fd39543fd26 Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Wed, 2 Sep 2020 00:38:32 +0200 Subject: [PATCH 08/12] fix typo Co-authored-by: Rob Scott --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 03736c5150..3bd48be0fd 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -9,7 +9,7 @@ slug: scaling-kubernetes-networking-with-endpointslices EndpointSlices are an exciting new API that provides a scalable and extensible alternative to the Endpoints API. EndpointSlices track IP addresses, ports, readiness, and topology information for Pods backing a Service. -In Kubernetes 1.19 this feature is be enabled by default with kube-proxy reading from [EndpointSlices](/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It also enables significant new features in future Kubernetes releases like [Topology Aware Routing](/docs/concepts/services-networking/service-topology/). +In Kubernetes 1.19 this feature is enabled by default with kube-proxy reading from [EndpointSlices](/docs/concepts/services-networking/endpoint-slices/) instead of Endpoints. Although this will mostly be an invisible change, it should result in noticeable scalability improvements in large clusters. It also enables significant new features in future Kubernetes releases like [Topology Aware Routing](/docs/concepts/services-networking/service-topology/). ## Scalability Limitations of the Endpoints API With the Endpoints API, there was only one Endpoints resource for a Service. That meant that it needed to be able to store IP addresses and ports (network endpoints) for every Pod that was backing the corresponding Service. This resulted in huge API resources. To compound this problem, kube-proxy was running on every node and watching for any updates to Endpoints resources. If even a single network endpoint changed in an Endpoints resource, the whole object would have to be sent to each of those instances of kube-proxy. From bf0d740ba3898981c4b0d2596b9d32fa1557b68a Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Wed, 2 Sep 2020 00:38:42 +0200 Subject: [PATCH 09/12] fix typo Co-authored-by: Rob Scott --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 3bd48be0fd..e37ceb4882 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -34,7 +34,7 @@ Potentially more significant, now that all Pod IPs for a Service don't need to b All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale to at least 10 times any previous limitations. ## EndpointSlices enable new functionality -Introduced as an alpha feature in Kubernetes v1.18, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This could include dual-stack Services, topology aware routing, and endpoint subsetting. +Introduced as an alpha feature in Kubernetes v1.16, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This could include dual-stack Services, topology aware routing, and endpoint subsetting. Dual-Stack Services are an exciting new feature that has been in development alongside EndpointSlices. They will utilize both IPv4 and IPv6 addresses for Services and rely on the addressType field on EndpointSlices to track these addresses by IP family. From c7aad1693b41426ca2710388f8f9d96a85b2e9c2 Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Wed, 2 Sep 2020 00:38:52 +0200 Subject: [PATCH 10/12] fix typo Co-authored-by: Rob Scott --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index e37ceb4882..efc04b806d 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -43,4 +43,4 @@ Topology aware routing will update kube-proxy to prefer routing requests within ## What does this mean for the Endpoints API? Although the EndpointSlice API is providing a newer and more scalable alternative to the Endpoints API, the Endpoints API will continue to be considered generally available and stable. The most significant change planned for the Endpoints API will involve beginning to truncate Endpoints that would otherwise run into scalability issues. -Although the Endpoints API is not going away, many new features will be enabled by the EndpointSlice API. To take advantage of the new scalability and functionality that EndpointSlices provide, applications that currently consume Endpoints will likely want to consider switching to EndpointSlices in the future. +The Endpoints API is not going away, but many new features will rely on the EndpointSlice API. To take advantage of the new scalability and functionality that EndpointSlices provide, applications that currently consume Endpoints will likely want to consider switching to EndpointSlices in the future. From ae7b7c02671834ab67879ab8d3f124b6bac2aab4 Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Wed, 2 Sep 2020 00:39:03 +0200 Subject: [PATCH 11/12] fix typo Co-authored-by: Rob Scott --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index efc04b806d..9da8695a8c 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -31,7 +31,7 @@ This API dramatically improves networking scalability. Now when a Pod is added o Potentially more significant, now that all Pod IPs for a Service don't need to be stored in a single resource, we don't have to worry about the size limit for objects stored in etcd. EndpointSlices have already been used to scale Services beyond 100,000 network endpoints. -All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale to at least 10 times any previous limitations. +All of this is brought together with some significant performance improvements that have been made in kube-proxy. When using EndpointSlices at scale, significantly less data will be transferred for endpoints updates and kube-proxy should be faster to update iptables or ipvs rules. Beyond that, Services can now scale to at least 10 times beyond any previous limitations. ## EndpointSlices enable new functionality Introduced as an alpha feature in Kubernetes v1.16, EndpointSlices were built to enable some exciting new functionality in future Kubernetes releases. This could include dual-stack Services, topology aware routing, and endpoint subsetting. From 2cbba6feeb9eeab9745d91fbf7fe25edfe4e1c87 Mon Sep 17 00:00:00 2001 From: Max <16919345+mkorbi@users.noreply.github.com> Date: Wed, 2 Sep 2020 17:07:38 +0200 Subject: [PATCH 12/12] update mean for Endpoint API --- .../2020-09-02-scaling-kubernetes-networking-endpointslices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md index 9da8695a8c..eebf88a1f1 100644 --- a/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md +++ b/content/en/blog/_posts/2020-09-02-scaling-kubernetes-networking-endpointslices.md @@ -43,4 +43,4 @@ Topology aware routing will update kube-proxy to prefer routing requests within ## What does this mean for the Endpoints API? Although the EndpointSlice API is providing a newer and more scalable alternative to the Endpoints API, the Endpoints API will continue to be considered generally available and stable. The most significant change planned for the Endpoints API will involve beginning to truncate Endpoints that would otherwise run into scalability issues. -The Endpoints API is not going away, but many new features will rely on the EndpointSlice API. To take advantage of the new scalability and functionality that EndpointSlices provide, applications that currently consume Endpoints will likely want to consider switching to EndpointSlices in the future. +The Endpoints API is not going away, but many new features will rely on the EndpointSlice API. To take advantage of the new scalability and functionality that EndpointSlices provide, applications that currently consume Endpoints will likely want to consider supporting EndpointSlices in the future.