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fix vale issues
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modules/administration-guide/pages/running-at-scale.adoc

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@@ -13,17 +13,18 @@ Such a scale imposes high infrastructure demands and introduces potential bottle
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[NOTE]
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====
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CDE workloads are complex to scale mainly because of the fact that underlying IDE solutions, such as link:https://github.com/microsoft/vscode[Visual Studio Code - Open Source ("Code - OSS")] or link:https://www.jetbrains.com/remote-development/gateway/[JetBrains Gateway], are designed as single-user applications rather than multitenant services.
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CDE workloads are complex to scale mainly because the underlying IDE solutions, such as link:https://github.com/microsoft/vscode[Visual Studio Code - Open Source ("Code - OSS")] or link:https://www.jetbrains.com/remote-development/gateway/[JetBrains Gateway], are designed as single-user applications rather than multitenant services.
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====
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.Resource quantity and object maximums
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While there is no strict limit on the number of resources in a {kubernetes} cluster,
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there are certain link:https://kubernetes.io/docs/setup/best-practices/cluster-large/[considerations for large clusters] to keep in mind.
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there are certain link:https://kubernetes.io/docs/setup/best-practices/cluster-large/[considerations for large clusters] to remember
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[NOTE]
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====
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Learn more about the {kubernetes} scalability in the link:https://kubernetespodcast.com/episode/111-scalability/["Scalability, with Wojciech Tyczynski"] {kubernetes} Podcast.
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Learn more about the {kubernetes} scalability in the link:https://kubernetespodcast.com/episode/111-scalability/["Scalability,
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with Wojciech Tyczynski" episode of Kubernetes Podcast].
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====
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link:https://www.redhat.com/en/technologies/cloud-computing/openshift[OpenShift Container Platform], which is a certified distribution of {kubernetes}, also provides a set of tested maximums for various resources, which can serve as an initial guideline for planning your environment:
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.OLMConfig
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When an operator is installed by the link:https://olm.operatorframework.io/[Operator Lifecycle Manager (OLM)],
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a stripped-down copy of its CSV is created in every namespace the operator is configured to watch.
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a stripped-down copy of its CSV is created in every {namespace} the operator is configured to watch.
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These stripped-down CSVs are known as “Copied CSVs”
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and communicate to users which controllers are actively reconciling resource events in a given namespace.
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On especially large clusters, with namespaces and installed operators tending in the hundreds or thousands,
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Copied CSVs consume an untenable amount of resources; e.g. OLM’s memory usage, cluster etcd limits,
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Copied CSVs consume an untenable amount of resources; e.g., OLM’s memory usage, cluster etcd limits,
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networking, etc. To eliminate the CSVs copied to every namespace, configure the `OLMConfig` object accordingly:
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[source,yaml]
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improve performance and reliability by distributing the workload across multiple clusters
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and providing redundancy in case of cluster failures.
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[NOTE]
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====
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====
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From the infrastructure perspective, the Developer Sandbox consists of multiple link:https://www.redhat.com/en/technologies/cloud-computing/openshift/aws[ROSA] clusters. On each cluster, the productized version of {prod} is installed and configured using link:https://argo-cd.readthedocs.io/en/stable/[Argo CD]. Since the user base is spread across multiple clusters, link:https://workspaces.openshift.com/[workspaces.openshift.com] is used as a single entry point to the productized {prod} instances. You can find implementation details about the multicluster redirector in the following link:https://github.com/codeready-toolchain/crw-multicluster-redirector[GitHub repository].
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[IMPORTANT]

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