diff --git a/pkg/kubelet/apis/stats/v1alpha1/types.go b/pkg/kubelet/apis/stats/v1alpha1/types.go
index e08128658d2..1d30836d535 100644
--- a/pkg/kubelet/apis/stats/v1alpha1/types.go
+++ b/pkg/kubelet/apis/stats/v1alpha1/types.go
@@ -130,10 +130,10 @@ type PodReference struct {
 	UID       string `json:"uid"`
 }
 
-// NetworkStats contains data about network resources.
-type NetworkStats struct {
-	// The time at which these stats were updated.
-	Time metav1.Time `json:"time"`
+// InterfaceStats contains resource value data about interface.
+type InterfaceStats struct {
+	// The name of the interface
+	Name string `json:"name"`
 	// Cumulative count of bytes received.
 	// +optional
 	RxBytes *uint64 `json:"rxBytes,omitempty"`
@@ -148,6 +148,17 @@ type NetworkStats struct {
 	TxErrors *uint64 `json:"txErrors,omitempty"`
 }
 
+// NetworkStats contains data about network resources.
+type NetworkStats struct {
+	// The time at which these stats were updated.
+	Time metav1.Time `json:"time"`
+
+	// Stats for the default interface, if found
+	InterfaceStats `json:",inline"`
+
+	Interfaces []InterfaceStats `json:"interfaces,omitempty"`
+}
+
 // CPUStats contains data about CPU usage.
 type CPUStats struct {
 	// The time at which these stats were updated.
diff --git a/pkg/kubelet/stats/helper.go b/pkg/kubelet/stats/helper.go
index 091a0d51da1..7e81e654ff4 100644
--- a/pkg/kubelet/stats/helper.go
+++ b/pkg/kubelet/stats/helper.go
@@ -127,19 +127,29 @@ func cadvisorInfoToNetworkStats(name string, info *cadvisorapiv2.ContainerInfo)
 	if !found {
 		return nil
 	}
-	for _, inter := range cstat.Network.Interfaces {
-		if inter.Name == network.DefaultInterfaceName {
-			return &statsapi.NetworkStats{
-				Time:     metav1.NewTime(cstat.Timestamp),
-				RxBytes:  &inter.RxBytes,
-				RxErrors: &inter.RxErrors,
-				TxBytes:  &inter.TxBytes,
-				TxErrors: &inter.TxErrors,
-			}
-		}
+
+	iStats := statsapi.NetworkStats{
+		Time: metav1.NewTime(cstat.Timestamp),
 	}
-	glog.V(4).Infof("Missing default interface %q for %s", network.DefaultInterfaceName, name)
-	return nil
+
+	for i := range cstat.Network.Interfaces {
+		inter := cstat.Network.Interfaces[i]
+		iStat := statsapi.InterfaceStats{
+			Name:     inter.Name,
+			RxBytes:  &inter.RxBytes,
+			RxErrors: &inter.RxErrors,
+			TxBytes:  &inter.TxBytes,
+			TxErrors: &inter.TxErrors,
+		}
+
+		if inter.Name == network.DefaultInterfaceName {
+			iStats.InterfaceStats = iStat
+		}
+
+		iStats.Interfaces = append(iStats.Interfaces, iStat)
+	}
+
+	return &iStats
 }
 
 // cadvisorInfoToUserDefinedMetrics returns the statsapi.UserDefinedMetric
diff --git a/pkg/kubelet/stats/stats_provider_test.go b/pkg/kubelet/stats/stats_provider_test.go
index 69cb50c443d..e0c7560887c 100644
--- a/pkg/kubelet/stats/stats_provider_test.go
+++ b/pkg/kubelet/stats/stats_provider_test.go
@@ -525,10 +525,26 @@ func testTime(base time.Time, seed int) time.Time {
 func checkNetworkStats(t *testing.T, label string, seed int, stats *statsapi.NetworkStats) {
 	assert.NotNil(t, stats)
 	assert.EqualValues(t, testTime(timestamp, seed).Unix(), stats.Time.Time.Unix(), label+".Net.Time")
+	assert.EqualValues(t, "eth0", stats.Name, "default interface name is not eth0")
 	assert.EqualValues(t, seed+offsetNetRxBytes, *stats.RxBytes, label+".Net.RxBytes")
 	assert.EqualValues(t, seed+offsetNetRxErrors, *stats.RxErrors, label+".Net.RxErrors")
 	assert.EqualValues(t, seed+offsetNetTxBytes, *stats.TxBytes, label+".Net.TxBytes")
 	assert.EqualValues(t, seed+offsetNetTxErrors, *stats.TxErrors, label+".Net.TxErrors")
+
+	assert.EqualValues(t, 2, len(stats.Interfaces), "network interfaces should contain 2 elements")
+
+	assert.EqualValues(t, "eth0", stats.Interfaces[0].Name, "default interface name is ont eth0")
+	assert.EqualValues(t, seed+offsetNetRxBytes, *stats.Interfaces[0].RxBytes, label+".Net.TxErrors")
+	assert.EqualValues(t, seed+offsetNetRxErrors, *stats.Interfaces[0].RxErrors, label+".Net.TxErrors")
+	assert.EqualValues(t, seed+offsetNetTxBytes, *stats.Interfaces[0].TxBytes, label+".Net.TxErrors")
+	assert.EqualValues(t, seed+offsetNetTxErrors, *stats.Interfaces[0].TxErrors, label+".Net.TxErrors")
+
+	assert.EqualValues(t, "cbr0", stats.Interfaces[1].Name, "cbr0 interface name is ont cbr0")
+	assert.EqualValues(t, 100, *stats.Interfaces[1].RxBytes, label+".Net.TxErrors")
+	assert.EqualValues(t, 100, *stats.Interfaces[1].RxErrors, label+".Net.TxErrors")
+	assert.EqualValues(t, 100, *stats.Interfaces[1].TxBytes, label+".Net.TxErrors")
+	assert.EqualValues(t, 100, *stats.Interfaces[1].TxErrors, label+".Net.TxErrors")
+
 }
 
 func checkCPUStats(t *testing.T, label string, seed int, stats *statsapi.CPUStats) {
diff --git a/test/e2e_node/summary_test.go b/test/e2e_node/summary_test.go
index f65559cd9cd..7afa39384c3 100644
--- a/test/e2e_node/summary_test.go
+++ b/test/e2e_node/summary_test.go
@@ -173,11 +173,15 @@ var _ = framework.KubeDescribe("Summary API", func() {
 					}),
 				}),
 				"Network": ptrMatchAllFields(gstruct.Fields{
-					"Time":     recent(maxStatsAge),
-					"RxBytes":  bounded(10, 10*framework.Mb),
-					"RxErrors": bounded(0, 1000),
-					"TxBytes":  bounded(10, 10*framework.Mb),
-					"TxErrors": bounded(0, 1000),
+					"Time": recent(maxStatsAge),
+					"InterfaceStats": gstruct.MatchAllFields(gstruct.Fields{
+						"Name":     Equal("eth0"),
+						"RxBytes":  bounded(10, 10*framework.Mb),
+						"RxErrors": bounded(0, 1000),
+						"TxBytes":  bounded(10, 10*framework.Mb),
+						"TxErrors": bounded(0, 1000),
+					}),
+					"Interfaces": Not(BeNil()),
 				}),
 				"VolumeStats": gstruct.MatchAllElements(summaryObjectID, gstruct.Elements{
 					"test-empty-dir": gstruct.MatchAllFields(gstruct.Fields{
@@ -222,13 +226,17 @@ var _ = framework.KubeDescribe("Summary API", func() {
 						"MajorPageFaults": bounded(0, 100000),
 					}),
 					// TODO(#28407): Handle non-eth0 network interface names.
-					"Network": Or(BeNil(), ptrMatchAllFields(gstruct.Fields{
-						"Time":     recent(maxStatsAge),
-						"RxBytes":  bounded(1*framework.Mb, 100*framework.Gb),
-						"RxErrors": bounded(0, 100000),
-						"TxBytes":  bounded(10*framework.Kb, 10*framework.Gb),
-						"TxErrors": bounded(0, 100000),
-					})),
+					"Network": ptrMatchAllFields(gstruct.Fields{
+						"Time": recent(maxStatsAge),
+						"InterfaceStats": gstruct.MatchAllFields(gstruct.Fields{
+							"Name":     Or(BeEmpty(), Equal("eth0")),
+							"RxBytes":  Or(BeNil(), bounded(1*framework.Mb, 100*framework.Gb)),
+							"RxErrors": Or(BeNil(), bounded(0, 100000)),
+							"TxBytes":  Or(BeNil(), bounded(10*framework.Kb, 10*framework.Gb)),
+							"TxErrors": Or(BeNil(), bounded(0, 100000)),
+						}),
+						"Interfaces": Not(BeNil()),
+					}),
 					"Fs": ptrMatchAllFields(gstruct.Fields{
 						"Time":           recent(maxStatsAge),
 						"AvailableBytes": fsCapacityBounds,