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-
-# The Kubernetes Scheduler
-
-The Kubernetes scheduler runs as a process alongside the other master
-components such as the API server. Its interface to the API server is to watch
-for Pods with an empty PodSpec.NodeName, and for each Pod, it posts a Binding
-indicating where the Pod should be scheduled.
-
-## The scheduling process
-
-The scheduler tries to find a node for each Pod, one at a time, as it notices
-these Pods via watch. There are three steps. First it applies a set of "predicates" that filter out
-inappropriate nodes. For example, if the PodSpec specifies resource limits, then the scheduler
-will filter out nodes that don't have at least that much resources available (computed
-as the capacity of the node minus the sum of the resource limits of the containers that
-are already running on the node). Second, it applies a set of "priority functions"
-that rank the nodes that weren't filtered out by the predicate check. For example,
-it tries to spread Pods across nodes while at the same time favoring the least-loaded
-nodes (where "load" here is sum of the resource limits of the containers running on the node,
-divided by the node's capacity).
-Finally, the node with the highest priority is chosen
-(or, if there are multiple such nodes, then one of them is chosen at random). The code
-for this main scheduling loop is in the function `Schedule()` in
-[plugin/pkg/scheduler/generic_scheduler.go](../../plugin/pkg/scheduler/generic_scheduler.go)
-
-## Scheduler extensibility
-
-The scheduler is extensible: the cluster administrator can choose which of the pre-defined
-scheduling policies to apply, and can add new ones. The built-in predicates and priorities are
-defined in [plugin/pkg/scheduler/algorithm/predicates/predicates.go](../../plugin/pkg/scheduler/algorithm/predicates/predicates.go) and
-[plugin/pkg/scheduler/algorithm/priorities/priorities.go](../../plugin/pkg/scheduler/algorithm/priorities/priorities.go), respectively.
-The policies that are applied when scheduling can be chosen in one of two ways. Normally,
-the policies used are selected by the functions `defaultPredicates()` and `defaultPriorities()` in
-[plugin/pkg/scheduler/algorithmprovider/defaults/defaults.go](../../plugin/pkg/scheduler/algorithmprovider/defaults/defaults.go).
-However, the choice of policies
-can be overridden by passing the command-line flag `--policy-config-file` to the scheduler, pointing to a JSON
-file specifying which scheduling policies to use. See
-[examples/scheduler-policy-config.json](../../examples/scheduler-policy-config.json) for an example
-config file. (Note that the config file format is versioned; the API is defined in
-[plugin/pkg/scheduler/api/](../../plugin/pkg/scheduler/api/)).
-Thus to add a new scheduling policy, you should modify predicates.go or priorities.go,
-and either register the policy in `defaultPredicates()` or `defaultPriorities()`, or use a policy config file.
-
-## Exploring the code
-
-If you want to get a global picture of how the scheduler works, you can start in
-[plugin/cmd/kube-scheduler/app/server.go](../../plugin/cmd/kube-scheduler/app/server.go)
-
-
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