diff --git a/hack/jenkins/e2e.sh b/hack/jenkins/e2e.sh
index 4815e92b039..95e4c70ec30 100755
--- a/hack/jenkins/e2e.sh
+++ b/hack/jenkins/e2e.sh
@@ -105,7 +105,6 @@ GCE_PARALLEL_SKIP_TESTS=(
     "Nodes\sNetwork"
     "Nodes\sResize"
     "MaxPods"
-    "ResourceUsage"
     "SchedulerPredicates"
     "Services.*restarting"
     "Shell.*services"
diff --git a/test/e2e/kubelet_stats.go b/test/e2e/kubelet_stats.go
index 53353c1b4dd..014265ad5d4 100644
--- a/test/e2e/kubelet_stats.go
+++ b/test/e2e/kubelet_stats.go
@@ -195,10 +195,6 @@ type containerResourceUsage struct {
 	CPUInterval time.Duration
 }
 
-func (r *containerResourceUsage) isStrictlyGreaterThan(rhs *containerResourceUsage) bool {
-	return r.CPUUsageInCores > rhs.CPUUsageInCores && r.MemoryUsageInBytes > rhs.MemoryUsageInBytes && r.MemoryWorkingSetInBytes > rhs.MemoryWorkingSetInBytes
-}
-
 // getOneTimeResourceUsageOnNode queries the node's /stats/container endpoint
 // and returns the resource usage of targetContainers for the past
 // cpuInterval.
diff --git a/test/e2e/monitor_resources.go b/test/e2e/monitor_resources.go
deleted file mode 100644
index 88ef6156aab..00000000000
--- a/test/e2e/monitor_resources.go
+++ /dev/null
@@ -1,132 +0,0 @@
-/*
-Copyright 2015 The Kubernetes Authors All rights reserved.
-
-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 e2e
-
-import (
-	"time"
-
-	"k8s.io/kubernetes/pkg/client"
-	"k8s.io/kubernetes/pkg/fields"
-	"k8s.io/kubernetes/pkg/labels"
-
-	. "github.com/onsi/ginkgo"
-	. "github.com/onsi/gomega"
-)
-
-const datapointAmount = 5
-
-type resourceUsagePerContainer map[string]*containerResourceUsage
-
-//TODO tweak those values.
-var allowedUsage = resourceUsagePerContainer{
-	"/": &containerResourceUsage{
-		CPUUsageInCores:         0.3,
-		MemoryUsageInBytes:      4000000000,
-		MemoryWorkingSetInBytes: 2000000000,
-	},
-	"/docker-daemon": &containerResourceUsage{
-		CPUUsageInCores:         0.05,
-		MemoryUsageInBytes:      2500000000,
-		MemoryWorkingSetInBytes: 1500000000,
-	},
-	"/kubelet": &containerResourceUsage{
-		CPUUsageInCores:         0.1,
-		MemoryUsageInBytes:      80000000,
-		MemoryWorkingSetInBytes: 80000000,
-	},
-	"/kube-proxy": &containerResourceUsage{
-		CPUUsageInCores:         0.02,
-		MemoryUsageInBytes:      12000000,
-		MemoryWorkingSetInBytes: 12000000,
-	},
-	"/system": &containerResourceUsage{
-		CPUUsageInCores:         0.01,
-		MemoryUsageInBytes:      70000000,
-		MemoryWorkingSetInBytes: 35000000,
-	},
-}
-
-func computeAverage(sliceOfUsages []resourceUsagePerContainer) (result resourceUsagePerContainer) {
-	result = make(resourceUsagePerContainer)
-	for _, container := range targetContainers {
-		result[container] = &containerResourceUsage{}
-	}
-	for _, usage := range sliceOfUsages {
-		for _, container := range targetContainers {
-			singleResult := &containerResourceUsage{
-				CPUUsageInCores:         result[container].CPUUsageInCores + usage[container].CPUUsageInCores,
-				MemoryUsageInBytes:      result[container].MemoryUsageInBytes + usage[container].MemoryUsageInBytes,
-				MemoryWorkingSetInBytes: result[container].MemoryWorkingSetInBytes + usage[container].MemoryWorkingSetInBytes,
-			}
-			result[container] = singleResult
-		}
-	}
-	for _, container := range targetContainers {
-		singleResult := &containerResourceUsage{
-			CPUUsageInCores:         result[container].CPUUsageInCores / float64(len(sliceOfUsages)),
-			MemoryUsageInBytes:      result[container].MemoryUsageInBytes / int64(len(sliceOfUsages)),
-			MemoryWorkingSetInBytes: result[container].MemoryWorkingSetInBytes / int64(len(sliceOfUsages)),
-		}
-		result[container] = singleResult
-	}
-	return
-}
-
-// This tests does nothing except checking current resource usage of containers defained in kubelet_stats targetContainers variable.
-// Test fails if an average container resource consumption over datapointAmount tries exceeds amount defined in allowedUsage.
-var _ = Describe("ResourceUsage", func() {
-	var c *client.Client
-	BeforeEach(func() {
-		var err error
-		c, err = loadClient()
-		expectNoError(err)
-	})
-
-	It("should not exceed expected amount.", func() {
-		By("Getting ResourceConsumption on all nodes")
-		nodeList, err := c.Nodes().List(labels.Everything(), fields.Everything())
-		expectNoError(err)
-
-		resourceUsagePerNode := make(map[string][]resourceUsagePerContainer)
-
-		for i := 0; i < datapointAmount; i++ {
-			for _, node := range nodeList.Items {
-				resourceUsage, err := getOneTimeResourceUsageOnNode(c, node.Name, 5*time.Second)
-				expectNoError(err)
-				resourceUsagePerNode[node.Name] = append(resourceUsagePerNode[node.Name], resourceUsage)
-			}
-			time.Sleep(3 * time.Second)
-		}
-
-		averageResourceUsagePerNode := make(map[string]resourceUsagePerContainer)
-		for _, node := range nodeList.Items {
-			averageResourceUsagePerNode[node.Name] = computeAverage(resourceUsagePerNode[node.Name])
-		}
-
-		violating := make(map[string]resourceUsagePerContainer)
-		for node, usage := range averageResourceUsagePerNode {
-			for container, cUsage := range usage {
-				Logf("%v on %v usage: %#v", container, node, cUsage)
-				if !allowedUsage[container].isStrictlyGreaterThan(cUsage) {
-					violating[node] = usage
-				}
-			}
-		}
-
-		Expect(violating).To(BeEmpty())
-	})
-})