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Toleration

A Kubernetes toleration is Pod scheduling configuration that permits placement on a node with a matching taint without guaranteeing placement there.

How 4 Manning books explain it

Google Anthos in Action

A Kubernetes toleration is pod scheduling configuration that permits a pod to be placed on a node with a matching taint.

How it is used
Controls whether a Pod may be placed on a tainted node during workload scheduling.
How deep it goes
Explains taint effects and matching Pod configuration through manifests, without detailing the scheduler’s matching internals.
Examples
Uses a GPU-only node with a NoSchedule taint, matching Pod toleration, node selector, and placement output.
What you can do after
Operate/configure it with kubectl and a Pod manifest to permit intended workloads on tainted nodes and verify placement.

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Kubernetes for Developers

A Kubernetes toleration is Pod scheduling configuration that permits placement on nodes with a matching taint without guaranteeing that placement.

How it is used
Uses Pod configuration to permit selected workloads onto tainted nodes for hardware access, Spot capacity, or workload separation.
How deep it goes
Explains matching taints, NoSchedule behavior, selectors, and scheduling diagnosis, while stopping short of exhaustive taint-effect reference.
Examples
Demonstrates Spot nodes, GPU nodes, grouped Deployments, DaemonSets, and Pending Pods caused by unmatched taints.
What you can do after
Operate/configure Kubernetes workloads with tolerations and diagnose taint-related scheduling failures.

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Acing the Certified Kubernetes Administrator Exam, Second Edition

A toleration is a Kubernetes pod scheduling specification that permits placement on a node with a matching taint.

How it is used
Controls whether pods may run on tainted nodes during cluster administration and CKA scheduling tasks.
How deep it goes
Explains taint matching through keys, optional values, effects, YAML inspection, and kubectl verification, without detailing scheduler internals.
Examples
Uses the control-plane NoSchedule taint, CoreDNS toleration output, and a generated nginx pod manifest for practical verification.
What you can do after
Operate/configure pods with tolerations and verify their placement using kubectl node and pod output.

Read how Acing the Certified Kubernetes Administrator Exam, Second Edition explains toleration →

Kubernetes in Action, Second Edition

A toleration is a pod scheduling specification that permits a pod to be scheduled onto a node with a matching taint.

How it is used
Uses tolerations to let DaemonSet pods reach tainted control-plane nodes and provide services on every cluster node.
How deep it goes
Defines matching taints and demonstrates Exists, but defers detailed taint effects and toleration matching rules.
Examples
Uses the kube-proxy DaemonSet manifest and its Exists toleration as the concrete scheduling example.
What you can do after
Configure a DaemonSet pod with Exists to tolerate all taints and schedule across control-plane and worker nodes.

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Related concepts

These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.