diff --git a/pkg/scheduler/BUILD b/pkg/scheduler/BUILD
index b781d2178e..ada94b40b2 100644
--- a/pkg/scheduler/BUILD
+++ b/pkg/scheduler/BUILD
@@ -46,6 +46,7 @@ go_test(
         "//pkg/controller/volume/persistentvolume:go_default_library",
         "//pkg/scheduler/algorithm:go_default_library",
         "//pkg/scheduler/algorithm/predicates:go_default_library",
+        "//pkg/scheduler/algorithm/priorities:go_default_library",
         "//pkg/scheduler/api:go_default_library",
         "//pkg/scheduler/apis/config:go_default_library",
         "//pkg/scheduler/core:go_default_library",
diff --git a/pkg/scheduler/algorithm/BUILD b/pkg/scheduler/algorithm/BUILD
index 6dfd534bf8..415aa85302 100644
--- a/pkg/scheduler/algorithm/BUILD
+++ b/pkg/scheduler/algorithm/BUILD
@@ -1,10 +1,6 @@
 package(default_visibility = ["//visibility:public"])
 
-load(
-    "@io_bazel_rules_go//go:def.bzl",
-    "go_library",
-    "go_test",
-)
+load("@io_bazel_rules_go//go:def.bzl", "go_library")
 
 go_library(
     name = "go_default_library",
@@ -24,17 +20,6 @@ go_library(
     ],
 )
 
-go_test(
-    name = "go_default_test",
-    srcs = ["types_test.go"],
-    embed = [":go_default_library"],
-    deps = [
-        "//pkg/scheduler/nodeinfo:go_default_library",
-        "//staging/src/k8s.io/api/core/v1:go_default_library",
-        "//staging/src/k8s.io/apimachinery/pkg/labels:go_default_library",
-    ],
-)
-
 filegroup(
     name = "package-srcs",
     srcs = glob(["**"]),
diff --git a/pkg/scheduler/algorithm/priorities/BUILD b/pkg/scheduler/algorithm/priorities/BUILD
index 98df72999d..5050bba242 100644
--- a/pkg/scheduler/algorithm/priorities/BUILD
+++ b/pkg/scheduler/algorithm/priorities/BUILD
@@ -26,6 +26,7 @@ go_library(
         "selector_spreading.go",
         "taint_toleration.go",
         "test_util.go",
+        "types.go",
     ],
     importpath = "k8s.io/kubernetes/pkg/scheduler/algorithm/priorities",
     deps = [
@@ -65,11 +66,13 @@ go_test(
         "resource_limits_test.go",
         "selector_spreading_test.go",
         "taint_toleration_test.go",
+        "types_test.go",
     ],
     embed = [":go_default_library"],
     deps = [
         "//pkg/features:go_default_library",
         "//pkg/kubelet/apis:go_default_library",
+        "//pkg/scheduler/algorithm:go_default_library",
         "//pkg/scheduler/algorithm/priorities/util:go_default_library",
         "//pkg/scheduler/api:go_default_library",
         "//pkg/scheduler/nodeinfo:go_default_library",
@@ -79,6 +82,7 @@ go_test(
         "//staging/src/k8s.io/api/core/v1:go_default_library",
         "//staging/src/k8s.io/apimachinery/pkg/api/resource:go_default_library",
         "//staging/src/k8s.io/apimachinery/pkg/apis/meta/v1:go_default_library",
+        "//staging/src/k8s.io/apimachinery/pkg/labels:go_default_library",
         "//staging/src/k8s.io/apiserver/pkg/util/feature:go_default_library",
         "//staging/src/k8s.io/apiserver/pkg/util/feature/testing:go_default_library",
         "//vendor/github.com/stretchr/testify/assert:go_default_library",
diff --git a/pkg/scheduler/algorithm/priorities/interpod_affinity.go b/pkg/scheduler/algorithm/priorities/interpod_affinity.go
index d18397446a..62540a5941 100644
--- a/pkg/scheduler/algorithm/priorities/interpod_affinity.go
+++ b/pkg/scheduler/algorithm/priorities/interpod_affinity.go
@@ -46,7 +46,7 @@ func NewInterPodAffinityPriority(
 	info predicates.NodeInfo,
 	nodeLister algorithm.NodeLister,
 	podLister algorithm.PodLister,
-	hardPodAffinityWeight int32) algorithm.PriorityFunction {
+	hardPodAffinityWeight int32) PriorityFunction {
 	interPodAffinity := &InterPodAffinity{
 		info:                  info,
 		nodeLister:            nodeLister,
diff --git a/pkg/scheduler/algorithm/priorities/metadata.go b/pkg/scheduler/algorithm/priorities/metadata.go
index b860c49695..c80fc7d035 100644
--- a/pkg/scheduler/algorithm/priorities/metadata.go
+++ b/pkg/scheduler/algorithm/priorities/metadata.go
@@ -33,7 +33,7 @@ type PriorityMetadataFactory struct {
 }
 
 // NewPriorityMetadataFactory creates a PriorityMetadataFactory.
-func NewPriorityMetadataFactory(serviceLister algorithm.ServiceLister, controllerLister algorithm.ControllerLister, replicaSetLister algorithm.ReplicaSetLister, statefulSetLister algorithm.StatefulSetLister) algorithm.PriorityMetadataProducer {
+func NewPriorityMetadataFactory(serviceLister algorithm.ServiceLister, controllerLister algorithm.ControllerLister, replicaSetLister algorithm.ReplicaSetLister, statefulSetLister algorithm.StatefulSetLister) PriorityMetadataProducer {
 	factory := &PriorityMetadataFactory{
 		serviceLister:     serviceLister,
 		controllerLister:  controllerLister,
diff --git a/pkg/scheduler/algorithm/priorities/node_label.go b/pkg/scheduler/algorithm/priorities/node_label.go
index c3ddb1af51..2cedd13142 100644
--- a/pkg/scheduler/algorithm/priorities/node_label.go
+++ b/pkg/scheduler/algorithm/priorities/node_label.go
@@ -21,7 +21,6 @@ import (
 
 	"k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/labels"
-	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
 )
@@ -33,7 +32,7 @@ type NodeLabelPrioritizer struct {
 }
 
 // NewNodeLabelPriority creates a NodeLabelPrioritizer.
-func NewNodeLabelPriority(label string, presence bool) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+func NewNodeLabelPriority(label string, presence bool) (PriorityMapFunction, PriorityReduceFunction) {
 	labelPrioritizer := &NodeLabelPrioritizer{
 		label:    label,
 		presence: presence,
diff --git a/pkg/scheduler/algorithm/priorities/reduce.go b/pkg/scheduler/algorithm/priorities/reduce.go
index aaeb9add87..416724cbea 100644
--- a/pkg/scheduler/algorithm/priorities/reduce.go
+++ b/pkg/scheduler/algorithm/priorities/reduce.go
@@ -18,7 +18,6 @@ package priorities
 
 import (
 	"k8s.io/api/core/v1"
-	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
 )
@@ -26,7 +25,7 @@ import (
 // NormalizeReduce generates a PriorityReduceFunction that can normalize the result
 // scores to [0, maxPriority]. If reverse is set to true, it reverses the scores by
 // subtracting it from maxPriority.
-func NormalizeReduce(maxPriority int, reverse bool) algorithm.PriorityReduceFunction {
+func NormalizeReduce(maxPriority int, reverse bool) PriorityReduceFunction {
 	return func(
 		_ *v1.Pod,
 		_ interface{},
diff --git a/pkg/scheduler/algorithm/priorities/selector_spreading.go b/pkg/scheduler/algorithm/priorities/selector_spreading.go
index 06cdc6edbb..2a965acbe7 100644
--- a/pkg/scheduler/algorithm/priorities/selector_spreading.go
+++ b/pkg/scheduler/algorithm/priorities/selector_spreading.go
@@ -46,7 +46,7 @@ func NewSelectorSpreadPriority(
 	serviceLister algorithm.ServiceLister,
 	controllerLister algorithm.ControllerLister,
 	replicaSetLister algorithm.ReplicaSetLister,
-	statefulSetLister algorithm.StatefulSetLister) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+	statefulSetLister algorithm.StatefulSetLister) (PriorityMapFunction, PriorityReduceFunction) {
 	selectorSpread := &SelectorSpread{
 		serviceLister:     serviceLister,
 		controllerLister:  controllerLister,
@@ -177,7 +177,7 @@ type ServiceAntiAffinity struct {
 }
 
 // NewServiceAntiAffinityPriority creates a ServiceAntiAffinity.
-func NewServiceAntiAffinityPriority(podLister algorithm.PodLister, serviceLister algorithm.ServiceLister, label string) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+func NewServiceAntiAffinityPriority(podLister algorithm.PodLister, serviceLister algorithm.ServiceLister, label string) (PriorityMapFunction, PriorityReduceFunction) {
 	antiAffinity := &ServiceAntiAffinity{
 		podLister:     podLister,
 		serviceLister: serviceLister,
diff --git a/pkg/scheduler/algorithm/priorities/test_util.go b/pkg/scheduler/algorithm/priorities/test_util.go
index d154fca752..8c94d0fd6a 100644
--- a/pkg/scheduler/algorithm/priorities/test_util.go
+++ b/pkg/scheduler/algorithm/priorities/test_util.go
@@ -20,7 +20,6 @@ import (
 	"k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/api/resource"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
-	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
 )
@@ -41,7 +40,7 @@ func makeNode(node string, milliCPU, memory int64) *v1.Node {
 	}
 }
 
-func priorityFunction(mapFn algorithm.PriorityMapFunction, reduceFn algorithm.PriorityReduceFunction, metaData interface{}) algorithm.PriorityFunction {
+func priorityFunction(mapFn PriorityMapFunction, reduceFn PriorityReduceFunction, metaData interface{}) PriorityFunction {
 	return func(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo, nodes []*v1.Node) (schedulerapi.HostPriorityList, error) {
 		result := make(schedulerapi.HostPriorityList, 0, len(nodes))
 		for i := range nodes {
diff --git a/pkg/scheduler/algorithm/priorities/types.go b/pkg/scheduler/algorithm/priorities/types.go
new file mode 100644
index 0000000000..6c98a780ae
--- /dev/null
+++ b/pkg/scheduler/algorithm/priorities/types.go
@@ -0,0 +1,59 @@
+/*
+Copyright 2018 The Kubernetes Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package priorities
+
+import (
+	"k8s.io/api/core/v1"
+	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
+	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
+)
+
+// PriorityMapFunction is a function that computes per-node results for a given node.
+// TODO: Figure out the exact API of this method.
+// TODO: Change interface{} to a specific type.
+type PriorityMapFunction func(pod *v1.Pod, meta interface{}, nodeInfo *schedulernodeinfo.NodeInfo) (schedulerapi.HostPriority, error)
+
+// PriorityReduceFunction is a function that aggregated per-node results and computes
+// final scores for all nodes.
+// TODO: Figure out the exact API of this method.
+// TODO: Change interface{} to a specific type.
+type PriorityReduceFunction func(pod *v1.Pod, meta interface{}, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo, result schedulerapi.HostPriorityList) error
+
+// PriorityMetadataProducer is a function that computes metadata for a given pod. This
+// is now used for only for priority functions. For predicates please use PredicateMetadataProducer.
+type PriorityMetadataProducer func(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo) interface{}
+
+// PriorityFunction is a function that computes scores for all nodes.
+// DEPRECATED
+// Use Map-Reduce pattern for priority functions.
+type PriorityFunction func(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo, nodes []*v1.Node) (schedulerapi.HostPriorityList, error)
+
+// PriorityConfig is a config used for a priority function.
+type PriorityConfig struct {
+	Name   string
+	Map    PriorityMapFunction
+	Reduce PriorityReduceFunction
+	// TODO: Remove it after migrating all functions to
+	// Map-Reduce pattern.
+	Function PriorityFunction
+	Weight   int
+}
+
+// EmptyPriorityMetadataProducer returns a no-op PriorityMetadataProducer type.
+func EmptyPriorityMetadataProducer(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo) interface{} {
+	return nil
+}
diff --git a/pkg/scheduler/algorithm/types_test.go b/pkg/scheduler/algorithm/priorities/types_test.go
similarity index 91%
rename from pkg/scheduler/algorithm/types_test.go
rename to pkg/scheduler/algorithm/priorities/types_test.go
index 9f117240d3..9d4250a354 100644
--- a/pkg/scheduler/algorithm/types_test.go
+++ b/pkg/scheduler/algorithm/priorities/types_test.go
@@ -14,13 +14,14 @@ See the License for the specific language governing permissions and
 limitations under the License.
 */
 
-package algorithm
+package priorities
 
 import (
 	"testing"
 
 	"k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/labels"
+	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
 )
 
@@ -39,7 +40,7 @@ func TestEmptyPriorityMetadataProducer(t *testing.T) {
 		t.Errorf("failed to produce empty metadata: got %v, expected nil", metadata)
 	}
 	// Test EmptyControllerLister should return nill
-	controllerLister := EmptyControllerLister{}
+	controllerLister := algorithm.EmptyControllerLister{}
 	nilController, nilError := controllerLister.List(fakeLabelSelector)
 	if nilController != nil || nilError != nil {
 		t.Errorf("failed to produce empty controller lister: got %v, expected nil", nilController)
@@ -50,14 +51,14 @@ func TestEmptyPriorityMetadataProducer(t *testing.T) {
 		t.Errorf("failed to produce empty controller lister: got %v, expected nil", nilController)
 	}
 	// Test GetPodReplicaSets on empty replica sets should return nill
-	replicaSetLister := EmptyReplicaSetLister{}
+	replicaSetLister := algorithm.EmptyReplicaSetLister{}
 	nilRss, nilErrRss := replicaSetLister.GetPodReplicaSets(fakePod)
 	if nilRss != nil || nilErrRss != nil {
 		t.Errorf("failed to produce empty replicaSetLister: got %v, expected nil", nilRss)
 	}
 
 	// Test GetPodStatefulSets on empty replica sets should return nill
-	statefulSetLister := EmptyStatefulSetLister{}
+	statefulSetLister := algorithm.EmptyStatefulSetLister{}
 	nilSSL, nilErrSSL := statefulSetLister.GetPodStatefulSets(fakePod)
 	if nilSSL != nil || nilErrSSL != nil {
 		t.Errorf("failed to produce empty statefulSetLister: got %v, expected nil", nilSSL)
diff --git a/pkg/scheduler/algorithm/types.go b/pkg/scheduler/algorithm/types.go
index d00951f500..f7a818a2b9 100644
--- a/pkg/scheduler/algorithm/types.go
+++ b/pkg/scheduler/algorithm/types.go
@@ -22,7 +22,6 @@ import (
 	policyv1beta1 "k8s.io/api/policy/v1beta1"
 	"k8s.io/apimachinery/pkg/labels"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
-	schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
 )
 
 // NodeFieldSelectorKeys is a map that: the key are node field selector keys; the values are
@@ -31,42 +30,6 @@ var NodeFieldSelectorKeys = map[string]func(*v1.Node) string{
 	schedulerapi.NodeFieldSelectorKeyNodeName: func(n *v1.Node) string { return n.Name },
 }
 
-// PriorityMapFunction is a function that computes per-node results for a given node.
-// TODO: Figure out the exact API of this method.
-// TODO: Change interface{} to a specific type.
-type PriorityMapFunction func(pod *v1.Pod, meta interface{}, nodeInfo *schedulernodeinfo.NodeInfo) (schedulerapi.HostPriority, error)
-
-// PriorityReduceFunction is a function that aggregated per-node results and computes
-// final scores for all nodes.
-// TODO: Figure out the exact API of this method.
-// TODO: Change interface{} to a specific type.
-type PriorityReduceFunction func(pod *v1.Pod, meta interface{}, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo, result schedulerapi.HostPriorityList) error
-
-// PriorityMetadataProducer is a function that computes metadata for a given pod. This
-// is now used for only for priority functions. For predicates please use PredicateMetadataProducer.
-type PriorityMetadataProducer func(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo) interface{}
-
-// PriorityFunction is a function that computes scores for all nodes.
-// DEPRECATED
-// Use Map-Reduce pattern for priority functions.
-type PriorityFunction func(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo, nodes []*v1.Node) (schedulerapi.HostPriorityList, error)
-
-// PriorityConfig is a config used for a priority function.
-type PriorityConfig struct {
-	Name   string
-	Map    PriorityMapFunction
-	Reduce PriorityReduceFunction
-	// TODO: Remove it after migrating all functions to
-	// Map-Reduce pattern.
-	Function PriorityFunction
-	Weight   int
-}
-
-// EmptyPriorityMetadataProducer returns a no-op PriorityMetadataProducer type.
-func EmptyPriorityMetadataProducer(pod *v1.Pod, nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo) interface{} {
-	return nil
-}
-
 // NodeLister interface represents anything that can list nodes for a scheduler.
 type NodeLister interface {
 	// We explicitly return []*v1.Node, instead of v1.NodeList, to avoid
diff --git a/pkg/scheduler/algorithmprovider/defaults/register_priorities.go b/pkg/scheduler/algorithmprovider/defaults/register_priorities.go
index eeb649787f..afe54da77d 100644
--- a/pkg/scheduler/algorithmprovider/defaults/register_priorities.go
+++ b/pkg/scheduler/algorithmprovider/defaults/register_priorities.go
@@ -26,7 +26,7 @@ import (
 func init() {
 	// Register functions that extract metadata used by priorities computations.
 	factory.RegisterPriorityMetadataProducerFactory(
-		func(args factory.PluginFactoryArgs) algorithm.PriorityMetadataProducer {
+		func(args factory.PluginFactoryArgs) priorities.PriorityMetadataProducer {
 			return priorities.NewPriorityMetadataFactory(args.ServiceLister, args.ControllerLister, args.ReplicaSetLister, args.StatefulSetLister)
 		})
 
@@ -37,7 +37,7 @@ func init() {
 	factory.RegisterPriorityConfigFactory(
 		priorities.ServiceSpreadingPriority,
 		factory.PriorityConfigFactory{
-			MapReduceFunction: func(args factory.PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+			MapReduceFunction: func(args factory.PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction) {
 				return priorities.NewSelectorSpreadPriority(args.ServiceLister, algorithm.EmptyControllerLister{}, algorithm.EmptyReplicaSetLister{}, algorithm.EmptyStatefulSetLister{})
 			},
 			Weight: 1,
@@ -58,7 +58,7 @@ func init() {
 	factory.RegisterPriorityConfigFactory(
 		priorities.SelectorSpreadPriority,
 		factory.PriorityConfigFactory{
-			MapReduceFunction: func(args factory.PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+			MapReduceFunction: func(args factory.PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction) {
 				return priorities.NewSelectorSpreadPriority(args.ServiceLister, args.ControllerLister, args.ReplicaSetLister, args.StatefulSetLister)
 			},
 			Weight: 1,
@@ -69,7 +69,7 @@ func init() {
 	factory.RegisterPriorityConfigFactory(
 		priorities.InterPodAffinityPriority,
 		factory.PriorityConfigFactory{
-			Function: func(args factory.PluginFactoryArgs) algorithm.PriorityFunction {
+			Function: func(args factory.PluginFactoryArgs) priorities.PriorityFunction {
 				return priorities.NewInterPodAffinityPriority(args.NodeInfo, args.NodeLister, args.PodLister, args.HardPodAffinitySymmetricWeight)
 			},
 			Weight: 1,
diff --git a/pkg/scheduler/core/BUILD b/pkg/scheduler/core/BUILD
index 00c00804ce..a2ef61a73e 100644
--- a/pkg/scheduler/core/BUILD
+++ b/pkg/scheduler/core/BUILD
@@ -11,6 +11,7 @@ go_library(
     deps = [
         "//pkg/scheduler/algorithm:go_default_library",
         "//pkg/scheduler/algorithm/predicates:go_default_library",
+        "//pkg/scheduler/algorithm/priorities:go_default_library",
         "//pkg/scheduler/api:go_default_library",
         "//pkg/scheduler/internal/cache:go_default_library",
         "//pkg/scheduler/internal/queue:go_default_library",
diff --git a/pkg/scheduler/core/extender_test.go b/pkg/scheduler/core/extender_test.go
index a4c1efed63..3077e58122 100644
--- a/pkg/scheduler/core/extender_test.go
+++ b/pkg/scheduler/core/extender_test.go
@@ -27,6 +27,7 @@ import (
 	"k8s.io/apimachinery/pkg/util/wait"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm/predicates"
+	"k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	schedulerinternalcache "k8s.io/kubernetes/pkg/scheduler/internal/cache"
 	internalqueue "k8s.io/kubernetes/pkg/scheduler/internal/queue"
@@ -340,7 +341,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 	tests := []struct {
 		name           string
 		predicates     map[string]predicates.FitPredicate
-		prioritizers   []algorithm.PriorityConfig
+		prioritizers   []priorities.PriorityConfig
 		extenders      []FakeExtender
 		nodes          []string
 		expectedResult ScheduleResult
@@ -348,7 +349,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 	}{
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates: []fitPredicate{truePredicateExtender},
@@ -363,7 +364,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 		},
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates: []fitPredicate{truePredicateExtender},
@@ -378,7 +379,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 		},
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates: []fitPredicate{truePredicateExtender},
@@ -397,7 +398,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 		},
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates: []fitPredicate{machine2PredicateExtender},
@@ -412,7 +413,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 		},
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates:   []fitPredicate{truePredicateExtender},
@@ -430,7 +431,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 		},
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates:   []fitPredicate{truePredicateExtender},
@@ -453,7 +454,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 		},
 		{
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Function: machine2Prioritizer, Weight: 20}},
+			prioritizers: []priorities.PriorityConfig{{Function: machine2Prioritizer, Weight: 20}},
 			extenders: []FakeExtender{
 				{
 					predicates:   []fitPredicate{truePredicateExtender},
@@ -478,7 +479,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 			// because of the errors from errorPredicateExtender and/or
 			// errorPrioritizerExtender.
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Function: machine2Prioritizer, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Function: machine2Prioritizer, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates:   []fitPredicate{errorPredicateExtender},
@@ -502,7 +503,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 			// If scheduler did not ignore the extender, the test would fail
 			// because of the errors from errorPredicateExtender.
 			predicates:   map[string]predicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			extenders: []FakeExtender{
 				{
 					predicates: []fitPredicate{errorPredicateExtender},
@@ -540,7 +541,7 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 				test.predicates,
 				predicates.EmptyPredicateMetadataProducer,
 				test.prioritizers,
-				algorithm.EmptyPriorityMetadataProducer,
+				priorities.EmptyPriorityMetadataProducer,
 				emptyPluginSet,
 				extenders,
 				nil,
diff --git a/pkg/scheduler/core/generic_scheduler.go b/pkg/scheduler/core/generic_scheduler.go
index 2f49b0733f..183cf7e900 100644
--- a/pkg/scheduler/core/generic_scheduler.go
+++ b/pkg/scheduler/core/generic_scheduler.go
@@ -38,6 +38,7 @@ import (
 	"k8s.io/client-go/util/workqueue"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm/predicates"
+	"k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	schedulerinternalcache "k8s.io/kubernetes/pkg/scheduler/internal/cache"
 	internalqueue "k8s.io/kubernetes/pkg/scheduler/internal/queue"
@@ -115,7 +116,7 @@ type ScheduleAlgorithm interface {
 	Predicates() map[string]predicates.FitPredicate
 	// Prioritizers returns a slice of priority config. This is exposed for
 	// testing.
-	Prioritizers() []algorithm.PriorityConfig
+	Prioritizers() []priorities.PriorityConfig
 }
 
 // ScheduleResult represents the result of one pod scheduled. It will contain
@@ -133,9 +134,9 @@ type genericScheduler struct {
 	cache                    schedulerinternalcache.Cache
 	schedulingQueue          internalqueue.SchedulingQueue
 	predicates               map[string]predicates.FitPredicate
-	priorityMetaProducer     algorithm.PriorityMetadataProducer
+	priorityMetaProducer     priorities.PriorityMetadataProducer
 	predicateMetaProducer    predicates.PredicateMetadataProducer
-	prioritizers             []algorithm.PriorityConfig
+	prioritizers             []priorities.PriorityConfig
 	pluginSet                pluginsv1alpha1.PluginSet
 	extenders                []algorithm.SchedulerExtender
 	lastNodeIndex            uint64
@@ -227,7 +228,7 @@ func (g *genericScheduler) Schedule(pod *v1.Pod, nodeLister algorithm.NodeLister
 
 // Prioritizers returns a slice containing all the scheduler's priority
 // functions and their config. It is exposed for testing only.
-func (g *genericScheduler) Prioritizers() []algorithm.PriorityConfig {
+func (g *genericScheduler) Prioritizers() []priorities.PriorityConfig {
 	return g.prioritizers
 }
 
@@ -637,7 +638,7 @@ func PrioritizeNodes(
 	pod *v1.Pod,
 	nodeNameToInfo map[string]*schedulernodeinfo.NodeInfo,
 	meta interface{},
-	priorityConfigs []algorithm.PriorityConfig,
+	priorityConfigs []priorities.PriorityConfig,
 	nodes []*v1.Node,
 	extenders []algorithm.SchedulerExtender,
 ) (schedulerapi.HostPriorityList, error) {
@@ -1165,8 +1166,8 @@ func NewGenericScheduler(
 	podQueue internalqueue.SchedulingQueue,
 	predicates map[string]predicates.FitPredicate,
 	predicateMetaProducer predicates.PredicateMetadataProducer,
-	prioritizers []algorithm.PriorityConfig,
-	priorityMetaProducer algorithm.PriorityMetadataProducer,
+	prioritizers []priorities.PriorityConfig,
+	priorityMetaProducer priorities.PriorityMetadataProducer,
 	pluginSet pluginsv1alpha1.PluginSet,
 	extenders []algorithm.SchedulerExtender,
 	volumeBinder *volumebinder.VolumeBinder,
diff --git a/pkg/scheduler/core/generic_scheduler_test.go b/pkg/scheduler/core/generic_scheduler_test.go
index f72f2026ee..6df4852a6e 100644
--- a/pkg/scheduler/core/generic_scheduler_test.go
+++ b/pkg/scheduler/core/generic_scheduler_test.go
@@ -35,7 +35,7 @@ import (
 	"k8s.io/apimachinery/pkg/util/wait"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	algorithmpredicates "k8s.io/kubernetes/pkg/scheduler/algorithm/predicates"
-	algorithmpriorities "k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
+	"k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
 	priorityutil "k8s.io/kubernetes/pkg/scheduler/algorithm/priorities/util"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	schedulerinternalcache "k8s.io/kubernetes/pkg/scheduler/internal/cache"
@@ -239,7 +239,7 @@ func TestGenericScheduler(t *testing.T) {
 	tests := []struct {
 		name                     string
 		predicates               map[string]algorithmpredicates.FitPredicate
-		prioritizers             []algorithm.PriorityConfig
+		prioritizers             []priorities.PriorityConfig
 		alwaysCheckAllPredicates bool
 		nodes                    []string
 		pvcs                     []*v1.PersistentVolumeClaim
@@ -251,7 +251,7 @@ func TestGenericScheduler(t *testing.T) {
 	}{
 		{
 			predicates:   map[string]algorithmpredicates.FitPredicate{"false": falsePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			nodes:        []string{"machine1", "machine2"},
 			expectsErr:   true,
 			pod:          &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2", UID: types.UID("2")}},
@@ -266,7 +266,7 @@ func TestGenericScheduler(t *testing.T) {
 		},
 		{
 			predicates:    map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers:  []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers:  []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			nodes:         []string{"machine1", "machine2"},
 			pod:           &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "ignore", UID: types.UID("ignore")}},
 			expectedHosts: sets.NewString("machine1", "machine2"),
@@ -276,7 +276,7 @@ func TestGenericScheduler(t *testing.T) {
 		{
 			// Fits on a machine where the pod ID matches the machine name
 			predicates:    map[string]algorithmpredicates.FitPredicate{"matches": matchesPredicate},
-			prioritizers:  []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers:  []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			nodes:         []string{"machine1", "machine2"},
 			pod:           &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "machine2", UID: types.UID("machine2")}},
 			expectedHosts: sets.NewString("machine2"),
@@ -285,7 +285,7 @@ func TestGenericScheduler(t *testing.T) {
 		},
 		{
 			predicates:    map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers:  []algorithm.PriorityConfig{{Function: numericPriority, Weight: 1}},
+			prioritizers:  []priorities.PriorityConfig{{Function: numericPriority, Weight: 1}},
 			nodes:         []string{"3", "2", "1"},
 			pod:           &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "ignore", UID: types.UID("ignore")}},
 			expectedHosts: sets.NewString("3"),
@@ -294,7 +294,7 @@ func TestGenericScheduler(t *testing.T) {
 		},
 		{
 			predicates:    map[string]algorithmpredicates.FitPredicate{"matches": matchesPredicate},
-			prioritizers:  []algorithm.PriorityConfig{{Function: numericPriority, Weight: 1}},
+			prioritizers:  []priorities.PriorityConfig{{Function: numericPriority, Weight: 1}},
 			nodes:         []string{"3", "2", "1"},
 			pod:           &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2", UID: types.UID("2")}},
 			expectedHosts: sets.NewString("2"),
@@ -303,7 +303,7 @@ func TestGenericScheduler(t *testing.T) {
 		},
 		{
 			predicates:    map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers:  []algorithm.PriorityConfig{{Function: numericPriority, Weight: 1}, {Function: reverseNumericPriority, Weight: 2}},
+			prioritizers:  []priorities.PriorityConfig{{Function: numericPriority, Weight: 1}, {Function: reverseNumericPriority, Weight: 2}},
 			nodes:         []string{"3", "2", "1"},
 			pod:           &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2", UID: types.UID("2")}},
 			expectedHosts: sets.NewString("1"),
@@ -312,7 +312,7 @@ func TestGenericScheduler(t *testing.T) {
 		},
 		{
 			predicates:   map[string]algorithmpredicates.FitPredicate{"true": truePredicate, "false": falsePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Function: numericPriority, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Function: numericPriority, Weight: 1}},
 			nodes:        []string{"3", "2", "1"},
 			pod:          &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2", UID: types.UID("2")}},
 			expectsErr:   true,
@@ -344,7 +344,7 @@ func TestGenericScheduler(t *testing.T) {
 				},
 			},
 			pod:          &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2", UID: types.UID("2")}},
-			prioritizers: []algorithm.PriorityConfig{{Function: numericPriority, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Function: numericPriority, Weight: 1}},
 			nodes:        []string{"1", "2"},
 			expectsErr:   true,
 			name:         "test 8",
@@ -360,7 +360,7 @@ func TestGenericScheduler(t *testing.T) {
 		{
 			// Pod with existing PVC
 			predicates:   map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			nodes:        []string{"machine1", "machine2"},
 			pvcs:         []*v1.PersistentVolumeClaim{{ObjectMeta: metav1.ObjectMeta{Name: "existingPVC"}}},
 			pod: &v1.Pod{
@@ -384,7 +384,7 @@ func TestGenericScheduler(t *testing.T) {
 		{
 			// Pod with non existing PVC
 			predicates:   map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			nodes:        []string{"machine1", "machine2"},
 			pod: &v1.Pod{
 				ObjectMeta: metav1.ObjectMeta{Name: "ignore", UID: types.UID("ignore")},
@@ -407,7 +407,7 @@ func TestGenericScheduler(t *testing.T) {
 		{
 			// Pod with deleting PVC
 			predicates:   map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers: []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			nodes:        []string{"machine1", "machine2"},
 			pvcs:         []*v1.PersistentVolumeClaim{{ObjectMeta: metav1.ObjectMeta{Name: "existingPVC", DeletionTimestamp: &metav1.Time{}}}},
 			pod: &v1.Pod{
@@ -431,7 +431,7 @@ func TestGenericScheduler(t *testing.T) {
 		{
 			// alwaysCheckAllPredicates is true
 			predicates:               map[string]algorithmpredicates.FitPredicate{"true": truePredicate, "matches": matchesPredicate, "false": falsePredicate},
-			prioritizers:             []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
+			prioritizers:             []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}},
 			alwaysCheckAllPredicates: true,
 			nodes:                    []string{"1"},
 			pod:                      &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2", UID: types.UID("2")}},
@@ -446,7 +446,7 @@ func TestGenericScheduler(t *testing.T) {
 		},
 		{
 			predicates:   map[string]algorithmpredicates.FitPredicate{"true": truePredicate},
-			prioritizers: []algorithm.PriorityConfig{{Map: falseMapPriority, Weight: 1}, {Map: trueMapPriority, Reduce: getNodeReducePriority, Weight: 2}},
+			prioritizers: []priorities.PriorityConfig{{Map: falseMapPriority, Weight: 1}, {Map: trueMapPriority, Reduce: getNodeReducePriority, Weight: 2}},
 			nodes:        []string{"2", "1"},
 			pod:          &v1.Pod{ObjectMeta: metav1.ObjectMeta{Name: "2"}},
 			name:         "test error with priority map",
@@ -473,7 +473,7 @@ func TestGenericScheduler(t *testing.T) {
 				test.predicates,
 				algorithmpredicates.EmptyPredicateMetadataProducer,
 				test.prioritizers,
-				algorithm.EmptyPriorityMetadataProducer,
+				priorities.EmptyPriorityMetadataProducer,
 				emptyPluginSet,
 				[]algorithm.SchedulerExtender{},
 				nil,
@@ -501,7 +501,7 @@ func makeScheduler(predicates map[string]algorithmpredicates.FitPredicate, nodes
 	for _, n := range nodes {
 		cache.AddNode(n)
 	}
-	prioritizers := []algorithm.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}}
+	prioritizers := []priorities.PriorityConfig{{Map: EqualPriorityMap, Weight: 1}}
 
 	s := NewGenericScheduler(
 		cache,
@@ -509,7 +509,7 @@ func makeScheduler(predicates map[string]algorithmpredicates.FitPredicate, nodes
 		predicates,
 		algorithmpredicates.EmptyPredicateMetadataProducer,
 		prioritizers,
-		algorithm.EmptyPriorityMetadataProducer,
+		priorities.EmptyPriorityMetadataProducer,
 		emptyPluginSet,
 		nil, nil, nil, nil, false, false,
 		schedulerapi.DefaultPercentageOfNodesToScore)
@@ -713,21 +713,21 @@ func TestZeroRequest(t *testing.T) {
 			// This should match the configuration in defaultPriorities() in
 			// pkg/scheduler/algorithmprovider/defaults/defaults.go if you want
 			// to test what's actually in production.
-			priorityConfigs := []algorithm.PriorityConfig{
-				{Map: algorithmpriorities.LeastRequestedPriorityMap, Weight: 1},
-				{Map: algorithmpriorities.BalancedResourceAllocationMap, Weight: 1},
+			priorityConfigs := []priorities.PriorityConfig{
+				{Map: priorities.LeastRequestedPriorityMap, Weight: 1},
+				{Map: priorities.BalancedResourceAllocationMap, Weight: 1},
 			}
-			selectorSpreadPriorityMap, selectorSpreadPriorityReduce := algorithmpriorities.NewSelectorSpreadPriority(
+			selectorSpreadPriorityMap, selectorSpreadPriorityReduce := priorities.NewSelectorSpreadPriority(
 				schedulertesting.FakeServiceLister([]*v1.Service{}),
 				schedulertesting.FakeControllerLister([]*v1.ReplicationController{}),
 				schedulertesting.FakeReplicaSetLister([]*apps.ReplicaSet{}),
 				schedulertesting.FakeStatefulSetLister([]*apps.StatefulSet{}))
-			pc := algorithm.PriorityConfig{Map: selectorSpreadPriorityMap, Reduce: selectorSpreadPriorityReduce, Weight: 1}
+			pc := priorities.PriorityConfig{Map: selectorSpreadPriorityMap, Reduce: selectorSpreadPriorityReduce, Weight: 1}
 			priorityConfigs = append(priorityConfigs, pc)
 
 			nodeNameToInfo := schedulernodeinfo.CreateNodeNameToInfoMap(test.pods, test.nodes)
 
-			metaDataProducer := algorithmpriorities.NewPriorityMetadataFactory(
+			metaDataProducer := priorities.NewPriorityMetadataFactory(
 				schedulertesting.FakeServiceLister([]*v1.Service{}),
 				schedulertesting.FakeControllerLister([]*v1.ReplicationController{}),
 				schedulertesting.FakeReplicaSetLister([]*apps.ReplicaSet{}),
@@ -1433,8 +1433,8 @@ func TestPreempt(t *testing.T) {
 				internalqueue.NewSchedulingQueue(nil),
 				map[string]algorithmpredicates.FitPredicate{"matches": algorithmpredicates.PodFitsResources},
 				algorithmpredicates.EmptyPredicateMetadataProducer,
-				[]algorithm.PriorityConfig{{Function: numericPriority, Weight: 1}},
-				algorithm.EmptyPriorityMetadataProducer,
+				[]priorities.PriorityConfig{{Function: numericPriority, Weight: 1}},
+				priorities.EmptyPriorityMetadataProducer,
 				emptyPluginSet,
 				extenders,
 				nil,
diff --git a/pkg/scheduler/factory/factory.go b/pkg/scheduler/factory/factory.go
index bb2e3ee7a2..d1510a5278 100644
--- a/pkg/scheduler/factory/factory.go
+++ b/pkg/scheduler/factory/factory.go
@@ -50,6 +50,7 @@ import (
 	kubeletapis "k8s.io/kubernetes/pkg/kubelet/apis"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm/predicates"
+	"k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
 	schedulerapi "k8s.io/kubernetes/pkg/scheduler/api"
 	"k8s.io/kubernetes/pkg/scheduler/api/validation"
 	"k8s.io/kubernetes/pkg/scheduler/core"
@@ -918,7 +919,7 @@ func (n *nodeLister) List() ([]*v1.Node, error) {
 	return n.NodeLister.List(labels.Everything())
 }
 
-func (c *configFactory) GetPriorityFunctionConfigs(priorityKeys sets.String) ([]algorithm.PriorityConfig, error) {
+func (c *configFactory) GetPriorityFunctionConfigs(priorityKeys sets.String) ([]priorities.PriorityConfig, error) {
 	pluginArgs, err := c.getPluginArgs()
 	if err != nil {
 		return nil, err
@@ -927,7 +928,7 @@ func (c *configFactory) GetPriorityFunctionConfigs(priorityKeys sets.String) ([]
 	return getPriorityFunctionConfigs(priorityKeys, *pluginArgs)
 }
 
-func (c *configFactory) GetPriorityMetadataProducer() (algorithm.PriorityMetadataProducer, error) {
+func (c *configFactory) GetPriorityMetadataProducer() (priorities.PriorityMetadataProducer, error) {
 	pluginArgs, err := c.getPluginArgs()
 	if err != nil {
 		return nil, err
diff --git a/pkg/scheduler/factory/plugins.go b/pkg/scheduler/factory/plugins.go
index 17d7efcfe3..b5127aba55 100644
--- a/pkg/scheduler/factory/plugins.go
+++ b/pkg/scheduler/factory/plugins.go
@@ -51,7 +51,7 @@ type PluginFactoryArgs struct {
 }
 
 // PriorityMetadataProducerFactory produces PriorityMetadataProducer from the given args.
-type PriorityMetadataProducerFactory func(PluginFactoryArgs) algorithm.PriorityMetadataProducer
+type PriorityMetadataProducerFactory func(PluginFactoryArgs) priorities.PriorityMetadataProducer
 
 // PredicateMetadataProducerFactory produces PredicateMetadataProducer from the given args.
 type PredicateMetadataProducerFactory func(PluginFactoryArgs) predicates.PredicateMetadataProducer
@@ -62,12 +62,12 @@ type FitPredicateFactory func(PluginFactoryArgs) predicates.FitPredicate
 // PriorityFunctionFactory produces a PriorityConfig from the given args.
 // DEPRECATED
 // Use Map-Reduce pattern for priority functions.
-type PriorityFunctionFactory func(PluginFactoryArgs) algorithm.PriorityFunction
+type PriorityFunctionFactory func(PluginFactoryArgs) priorities.PriorityFunction
 
 // PriorityFunctionFactory2 produces map & reduce priority functions
 // from a given args.
 // FIXME: Rename to PriorityFunctionFactory.
-type PriorityFunctionFactory2 func(PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction)
+type PriorityFunctionFactory2 func(PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction)
 
 // PriorityConfigFactory produces a PriorityConfig from the given function and weight
 type PriorityConfigFactory struct {
@@ -270,9 +270,9 @@ func RegisterPredicateMetadataProducerFactory(factory PredicateMetadataProducerF
 // with which the function was registered.
 // DEPRECATED
 // Use Map-Reduce pattern for priority functions.
-func RegisterPriorityFunction(name string, function algorithm.PriorityFunction, weight int) string {
+func RegisterPriorityFunction(name string, function priorities.PriorityFunction, weight int) string {
 	return RegisterPriorityConfigFactory(name, PriorityConfigFactory{
-		Function: func(PluginFactoryArgs) algorithm.PriorityFunction {
+		Function: func(PluginFactoryArgs) priorities.PriorityFunction {
 			return function
 		},
 		Weight: weight,
@@ -284,11 +284,11 @@ func RegisterPriorityFunction(name string, function algorithm.PriorityFunction,
 // FIXME: Rename to PriorityFunctionFactory.
 func RegisterPriorityFunction2(
 	name string,
-	mapFunction algorithm.PriorityMapFunction,
-	reduceFunction algorithm.PriorityReduceFunction,
+	mapFunction priorities.PriorityMapFunction,
+	reduceFunction priorities.PriorityReduceFunction,
 	weight int) string {
 	return RegisterPriorityConfigFactory(name, PriorityConfigFactory{
-		MapReduceFunction: func(PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+		MapReduceFunction: func(PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction) {
 			return mapFunction, reduceFunction
 		},
 		Weight: weight,
@@ -315,7 +315,7 @@ func RegisterCustomPriorityFunction(policy schedulerapi.PriorityPolicy) string {
 	if policy.Argument != nil {
 		if policy.Argument.ServiceAntiAffinity != nil {
 			pcf = &PriorityConfigFactory{
-				MapReduceFunction: func(args PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+				MapReduceFunction: func(args PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction) {
 					return priorities.NewServiceAntiAffinityPriority(
 						args.PodLister,
 						args.ServiceLister,
@@ -326,7 +326,7 @@ func RegisterCustomPriorityFunction(policy schedulerapi.PriorityPolicy) string {
 			}
 		} else if policy.Argument.LabelPreference != nil {
 			pcf = &PriorityConfigFactory{
-				MapReduceFunction: func(args PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+				MapReduceFunction: func(args PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction) {
 					return priorities.NewNodeLabelPriority(
 						policy.Argument.LabelPreference.Label,
 						policy.Argument.LabelPreference.Presence,
@@ -336,7 +336,7 @@ func RegisterCustomPriorityFunction(policy schedulerapi.PriorityPolicy) string {
 			}
 		} else if policy.Argument.RequestedToCapacityRatioArguments != nil {
 			pcf = &PriorityConfigFactory{
-				MapReduceFunction: func(args PluginFactoryArgs) (algorithm.PriorityMapFunction, algorithm.PriorityReduceFunction) {
+				MapReduceFunction: func(args PluginFactoryArgs) (priorities.PriorityMapFunction, priorities.PriorityReduceFunction) {
 					scoringFunctionShape := buildScoringFunctionShapeFromRequestedToCapacityRatioArguments(policy.Argument.RequestedToCapacityRatioArguments)
 					p := priorities.RequestedToCapacityRatioResourceAllocationPriority(scoringFunctionShape)
 					return p.PriorityMap, nil
@@ -431,12 +431,12 @@ func getFitPredicateFunctions(names sets.String, args PluginFactoryArgs) (map[st
 	return predicates, nil
 }
 
-func getPriorityMetadataProducer(args PluginFactoryArgs) (algorithm.PriorityMetadataProducer, error) {
+func getPriorityMetadataProducer(args PluginFactoryArgs) (priorities.PriorityMetadataProducer, error) {
 	schedulerFactoryMutex.Lock()
 	defer schedulerFactoryMutex.Unlock()
 
 	if priorityMetadataProducer == nil {
-		return algorithm.EmptyPriorityMetadataProducer, nil
+		return priorities.EmptyPriorityMetadataProducer, nil
 	}
 	return priorityMetadataProducer(args), nil
 }
@@ -451,25 +451,25 @@ func getPredicateMetadataProducer(args PluginFactoryArgs) (predicates.PredicateM
 	return predicateMetadataProducer(args), nil
 }
 
-func getPriorityFunctionConfigs(names sets.String, args PluginFactoryArgs) ([]algorithm.PriorityConfig, error) {
+func getPriorityFunctionConfigs(names sets.String, args PluginFactoryArgs) ([]priorities.PriorityConfig, error) {
 	schedulerFactoryMutex.Lock()
 	defer schedulerFactoryMutex.Unlock()
 
-	configs := []algorithm.PriorityConfig{}
+	configs := []priorities.PriorityConfig{}
 	for _, name := range names.List() {
 		factory, ok := priorityFunctionMap[name]
 		if !ok {
 			return nil, fmt.Errorf("Invalid priority name %s specified - no corresponding function found", name)
 		}
 		if factory.Function != nil {
-			configs = append(configs, algorithm.PriorityConfig{
+			configs = append(configs, priorities.PriorityConfig{
 				Name:     name,
 				Function: factory.Function(args),
 				Weight:   factory.Weight,
 			})
 		} else {
 			mapFunction, reduceFunction := factory.MapReduceFunction(args)
-			configs = append(configs, algorithm.PriorityConfig{
+			configs = append(configs, priorities.PriorityConfig{
 				Name:   name,
 				Map:    mapFunction,
 				Reduce: reduceFunction,
@@ -484,7 +484,7 @@ func getPriorityFunctionConfigs(names sets.String, args PluginFactoryArgs) ([]al
 }
 
 // validateSelectedConfigs validates the config weights to avoid the overflow.
-func validateSelectedConfigs(configs []algorithm.PriorityConfig) error {
+func validateSelectedConfigs(configs []priorities.PriorityConfig) error {
 	var totalPriority int
 	for _, config := range configs {
 		// Checks totalPriority against MaxTotalPriority to avoid overflow
diff --git a/pkg/scheduler/factory/plugins_test.go b/pkg/scheduler/factory/plugins_test.go
index 9b82056ef8..296933239f 100644
--- a/pkg/scheduler/factory/plugins_test.go
+++ b/pkg/scheduler/factory/plugins_test.go
@@ -20,7 +20,6 @@ import (
 	"testing"
 
 	"github.com/stretchr/testify/assert"
-	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
 	"k8s.io/kubernetes/pkg/scheduler/api"
 )
@@ -54,22 +53,22 @@ func TestAlgorithmNameValidation(t *testing.T) {
 func TestValidatePriorityConfigOverFlow(t *testing.T) {
 	tests := []struct {
 		description string
-		configs     []algorithm.PriorityConfig
+		configs     []priorities.PriorityConfig
 		expected    bool
 	}{
 		{
 			description: "one of the weights is MaxInt",
-			configs:     []algorithm.PriorityConfig{{Weight: api.MaxInt}, {Weight: 5}},
+			configs:     []priorities.PriorityConfig{{Weight: api.MaxInt}, {Weight: 5}},
 			expected:    true,
 		},
 		{
 			description: "after multiplication with MaxPriority the weight is larger than MaxWeight",
-			configs:     []algorithm.PriorityConfig{{Weight: api.MaxInt/api.MaxPriority + api.MaxPriority}, {Weight: 5}},
+			configs:     []priorities.PriorityConfig{{Weight: api.MaxInt/api.MaxPriority + api.MaxPriority}, {Weight: 5}},
 			expected:    true,
 		},
 		{
 			description: "normal weights",
-			configs:     []algorithm.PriorityConfig{{Weight: 10000}, {Weight: 5}},
+			configs:     []priorities.PriorityConfig{{Weight: 10000}, {Weight: 5}},
 			expected:    false,
 		},
 	}
diff --git a/pkg/scheduler/scheduler_test.go b/pkg/scheduler/scheduler_test.go
index d60a4cea3b..6a816b9faf 100644
--- a/pkg/scheduler/scheduler_test.go
+++ b/pkg/scheduler/scheduler_test.go
@@ -41,6 +41,7 @@ import (
 	"k8s.io/kubernetes/pkg/controller/volume/persistentvolume"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm"
 	"k8s.io/kubernetes/pkg/scheduler/algorithm/predicates"
+	"k8s.io/kubernetes/pkg/scheduler/algorithm/priorities"
 	"k8s.io/kubernetes/pkg/scheduler/api"
 	kubeschedulerconfig "k8s.io/kubernetes/pkg/scheduler/apis/config"
 	"k8s.io/kubernetes/pkg/scheduler/core"
@@ -153,7 +154,7 @@ func (es mockScheduler) Schedule(pod *v1.Pod, ml algorithm.NodeLister) (core.Sch
 func (es mockScheduler) Predicates() map[string]predicates.FitPredicate {
 	return nil
 }
-func (es mockScheduler) Prioritizers() []algorithm.PriorityConfig {
+func (es mockScheduler) Prioritizers() []priorities.PriorityConfig {
 	return nil
 }
 
@@ -638,8 +639,8 @@ func setupTestScheduler(queuedPodStore *clientcache.FIFO, scache schedulerintern
 		nil,
 		predicateMap,
 		predicates.EmptyPredicateMetadataProducer,
-		[]algorithm.PriorityConfig{},
-		algorithm.EmptyPriorityMetadataProducer,
+		[]priorities.PriorityConfig{},
+		priorities.EmptyPriorityMetadataProducer,
 		&EmptyPluginSet{},
 		[]algorithm.SchedulerExtender{},
 		nil,
@@ -690,8 +691,8 @@ func setupTestSchedulerLongBindingWithRetry(queuedPodStore *clientcache.FIFO, sc
 		nil,
 		predicateMap,
 		predicates.EmptyPredicateMetadataProducer,
-		[]algorithm.PriorityConfig{},
-		algorithm.EmptyPriorityMetadataProducer,
+		[]priorities.PriorityConfig{},
+		priorities.EmptyPriorityMetadataProducer,
 		&EmptyPluginSet{},
 		[]algorithm.SchedulerExtender{},
 		nil,