diff --git a/cluster-autoscaler/cloudprovider/azure/azure_instance_types.go b/cluster-autoscaler/cloudprovider/azure/azure_instance_types.go
new file mode 100644
index 0000000000..401f6b959a
--- /dev/null
+++ b/cluster-autoscaler/cloudprovider/azure/azure_instance_types.go
@@ -0,0 +1,1180 @@
+/*
+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 azure
+
+type instanceType struct {
+	InstanceType string
+	VCPU         int64
+	MemoryMb     int64
+	GPU          int64
+}
+
+// InstanceTypes is a map of azure resources
+var InstanceTypes = map[string]*instanceType{
+	"Standard_D4s_v3": {
+		InstanceType: "Standard_D4s_v3",
+		VCPU:         4,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_DS11_v2_Promo": {
+		InstanceType: "Standard_DS11_v2_Promo",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_D8s_v3": {
+		InstanceType: "Standard_D8s_v3",
+		VCPU:         8,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_D32_v3": {
+		InstanceType: "Standard_D32_v3",
+		VCPU:         32,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_G1": {
+		InstanceType: "Standard_G1",
+		VCPU:         2,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_G2": {
+		InstanceType: "Standard_G2",
+		VCPU:         4,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_G3": {
+		InstanceType: "Standard_G3",
+		VCPU:         8,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_G4": {
+		InstanceType: "Standard_G4",
+		VCPU:         16,
+		MemoryMb:     229376,
+		GPU:          0,
+	},
+	"Standard_G5": {
+		InstanceType: "Standard_G5",
+		VCPU:         32,
+		MemoryMb:     458752,
+		GPU:          0,
+	},
+	"Standard_NV24": {
+		InstanceType: "Standard_NV24",
+		VCPU:         24,
+		MemoryMb:     229376,
+		GPU:          4,
+	},
+	"Standard_E4s_v3": {
+		InstanceType: "Standard_E4s_v3",
+		VCPU:         4,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_A2_v2": {
+		InstanceType: "Standard_A2_v2",
+		VCPU:         2,
+		MemoryMb:     4096,
+		GPU:          0,
+	},
+	"Standard_E2_v3": {
+		InstanceType: "Standard_E2_v3",
+		VCPU:         2,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_D2s_v3": {
+		InstanceType: "Standard_D2s_v3",
+		VCPU:         2,
+		MemoryMb:     8192,
+		GPU:          0,
+	},
+	"Standard_M64-16ms": {
+		InstanceType: "Standard_M64-16ms",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_D5_v2": {
+		InstanceType: "Standard_D5_v2",
+		VCPU:         16,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_A1_v2": {
+		InstanceType: "Standard_A1_v2",
+		VCPU:         1,
+		MemoryMb:     2048,
+		GPU:          0,
+	},
+	"Standard_A8m_v2": {
+		InstanceType: "Standard_A8m_v2",
+		VCPU:         8,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_D11_v2_Promo": {
+		InstanceType: "Standard_D11_v2_Promo",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_DS14-4_v2": {
+		InstanceType: "Standard_DS14-4_v2",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_M64ms": {
+		InstanceType: "Standard_M64ms",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_E8s_v3": {
+		InstanceType: "Standard_E8s_v3",
+		VCPU:         8,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_E64i_v3": {
+		InstanceType: "Standard_E64i_v3",
+		VCPU:         64,
+		MemoryMb:     442368,
+		GPU:          0,
+	},
+	"Standard_A4m_v2": {
+		InstanceType: "Standard_A4m_v2",
+		VCPU:         4,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_ND6s": {
+		InstanceType: "Standard_ND6s",
+		VCPU:         6,
+		MemoryMb:     114688,
+		GPU:          1,
+	},
+	"Standard_H16r": {
+		InstanceType: "Standard_H16r",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_D4": {
+		InstanceType: "Standard_D4",
+		VCPU:         8,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_DS14-8_v2": {
+		InstanceType: "Standard_DS14-8_v2",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_E8_v3": {
+		InstanceType: "Standard_E8_v3",
+		VCPU:         8,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_D1": {
+		InstanceType: "Standard_D1",
+		VCPU:         1,
+		MemoryMb:     3584,
+		GPU:          0,
+	},
+	"Standard_M64s": {
+		InstanceType: "Standard_M64s",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_D3": {
+		InstanceType: "Standard_D3",
+		VCPU:         4,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_D2": {
+		InstanceType: "Standard_D2",
+		VCPU:         2,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_B1ms": {
+		InstanceType: "Standard_B1ms",
+		VCPU:         1,
+		MemoryMb:     2048,
+		GPU:          0,
+	},
+	"Standard_GS5-16": {
+		InstanceType: "Standard_GS5-16",
+		VCPU:         32,
+		MemoryMb:     458752,
+		GPU:          0,
+	},
+	"Standard_D2_v2_Promo": {
+		InstanceType: "Standard_D2_v2_Promo",
+		VCPU:         2,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_DS13_v2": {
+		InstanceType: "Standard_DS13_v2",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_H8m": {
+		InstanceType: "Standard_H8m",
+		VCPU:         8,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_E32-8s_v3": {
+		InstanceType: "Standard_E32-8s_v3",
+		VCPU:         32,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+	"Standard_F72s_v2": {
+		InstanceType: "Standard_F72s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_F32s_v2": {
+		InstanceType: "Standard_F32s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_F2s": {
+		InstanceType: "Standard_F2s",
+		VCPU:         2,
+		MemoryMb:     4096,
+		GPU:          0,
+	},
+	"Standard_D14_v2": {
+		InstanceType: "Standard_D14_v2",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_D12_v2_Promo": {
+		InstanceType: "Standard_D12_v2_Promo",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_DS13-2_v2": {
+		InstanceType: "Standard_DS13-2_v2",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_D4_v2_Promo": {
+		InstanceType: "Standard_D4_v2_Promo",
+		VCPU:         8,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_B2ms": {
+		InstanceType: "Standard_B2ms",
+		VCPU:         2,
+		MemoryMb:     8192,
+		GPU:          0,
+	},
+	"Standard_D3_v2_Promo": {
+		InstanceType: "Standard_D3_v2_Promo",
+		VCPU:         4,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_DS12_v2_Promo": {
+		InstanceType: "Standard_DS12_v2_Promo",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_NC6s_v3": {
+		InstanceType: "Standard_NC6s_v3",
+		VCPU:         6,
+		MemoryMb:     114688,
+		GPU:          1,
+	},
+	"Standard_NC6s_v2": {
+		InstanceType: "Standard_NC6s_v2",
+		VCPU:         6,
+		MemoryMb:     114688,
+		GPU:          1,
+	},
+	"Standard_DS13-4_v2": {
+		InstanceType: "Standard_DS13-4_v2",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_NC24": {
+		InstanceType: "Standard_NC24",
+		VCPU:         24,
+		MemoryMb:     229376,
+		GPU:          4,
+	},
+	"Standard_D64_v3": {
+		InstanceType: "Standard_D64_v3",
+		VCPU:         64,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+	"Standard_E32s_v3": {
+		InstanceType: "Standard_E32s_v3",
+		VCPU:         32,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+	"Standard_D32s_v3": {
+		InstanceType: "Standard_D32s_v3",
+		VCPU:         32,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_D4_v3": {
+		InstanceType: "Standard_D4_v3",
+		VCPU:         4,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_D4_v2": {
+		InstanceType: "Standard_D4_v2",
+		VCPU:         8,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_D13_v2_Promo": {
+		InstanceType: "Standard_D13_v2_Promo",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_L8s": {
+		InstanceType: "Standard_L8s",
+		VCPU:         8,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_M64-32ms": {
+		InstanceType: "Standard_M64-32ms",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_DS3_v2_Promo": {
+		InstanceType: "Standard_DS3_v2_Promo",
+		VCPU:         4,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_ND12s": {
+		InstanceType: "Standard_ND12s",
+		VCPU:         12,
+		MemoryMb:     688128,
+		GPU:          2,
+	},
+	"Standard_DS5_v2_Promo": {
+		InstanceType: "Standard_DS5_v2_Promo",
+		VCPU:         16,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_D5_v2_Promo": {
+		InstanceType: "Standard_D5_v2_Promo",
+		VCPU:         16,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_D16_v3": {
+		InstanceType: "Standard_D16_v3",
+		VCPU:         16,
+		MemoryMb:     65638,
+		GPU:          0,
+	},
+	"Standard_E64-32s_v3": {
+		InstanceType: "Standard_E64-32s_v3",
+		VCPU:         64,
+		MemoryMb:     442368,
+		GPU:          0,
+	},
+	"Standard_GS5-8": {
+		InstanceType: "Standard_GS5-8",
+		VCPU:         32,
+		MemoryMb:     458752,
+		GPU:          0,
+	},
+	"Standard_DS13_v2_Promo": {
+		InstanceType: "Standard_DS13_v2_Promo",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_F16s_v2": {
+		InstanceType: "Standard_F16s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_DS11_v2": {
+		InstanceType: "Standard_DS11_v2",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_D11": {
+		InstanceType: "Standard_D11",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_D13": {
+		InstanceType: "Standard_D13",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_D12": {
+		InstanceType: "Standard_D12",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_NC24r": {
+		InstanceType: "Standard_NC24r",
+		VCPU:         24,
+		MemoryMb:     229376,
+		GPU:          4,
+	},
+	"Standard_D14": {
+		InstanceType: "Standard_D14",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_GS4-4": {
+		InstanceType: "Standard_GS4-4",
+		VCPU:         16,
+		MemoryMb:     229376,
+		GPU:          0,
+	},
+	"Standard_F4s": {
+		InstanceType: "Standard_F4s",
+		VCPU:         4,
+		MemoryMb:     8192,
+		GPU:          0,
+	},
+	"Standard_DS14": {
+		InstanceType: "Standard_DS14",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_DS13": {
+		InstanceType: "Standard_DS13",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_DS12": {
+		InstanceType: "Standard_DS12",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_DS11": {
+		InstanceType: "Standard_DS11",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_DS14_v2_Promo": {
+		InstanceType: "Standard_DS14_v2_Promo",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_NV6": {
+		InstanceType: "Standard_NV6",
+		VCPU:         6,
+		MemoryMb:     57344,
+		GPU:          1,
+	},
+	"Standard_D15_v2": {
+		InstanceType: "Standard_D15_v2",
+		VCPU:         20,
+		MemoryMb:     143360,
+		GPU:          0,
+	},
+	"Standard_D3_v2": {
+		InstanceType: "Standard_D3_v2",
+		VCPU:         4,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_L32s": {
+		InstanceType: "Standard_L32s",
+		VCPU:         32,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+	"Standard_NC12s_v3": {
+		InstanceType: "Standard_NC12s_v3",
+		VCPU:         12,
+		MemoryMb:     229376,
+		GPU:          2,
+	},
+	"Standard_NC12s_v2": {
+		InstanceType: "Standard_NC12s_v2",
+		VCPU:         12,
+		MemoryMb:     229376,
+		GPU:          2,
+	},
+	"Standard_A2m_v2": {
+		InstanceType: "Standard_A2m_v2",
+		VCPU:         2,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_E32_v3": {
+		InstanceType: "Standard_E32_v3",
+		VCPU:         32,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+	"Standard_DS12_v2": {
+		InstanceType: "Standard_DS12_v2",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_D14_v2_Promo": {
+		InstanceType: "Standard_D14_v2_Promo",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_F4": {
+		InstanceType: "Standard_F4",
+		VCPU:         4,
+		MemoryMb:     8192,
+		GPU:          0,
+	},
+	"Standard_H16m": {
+		InstanceType: "Standard_H16m",
+		VCPU:         16,
+		MemoryMb:     229376,
+		GPU:          0,
+	},
+	"Standard_F8s": {
+		InstanceType: "Standard_F8s",
+		VCPU:         8,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_E64s_v3": {
+		InstanceType: "Standard_E64s_v3",
+		VCPU:         64,
+		MemoryMb:     442368,
+		GPU:          0,
+	},
+	"Standard_DS12-1_v2": {
+		InstanceType: "Standard_DS12-1_v2",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_E8-4s_v3": {
+		InstanceType: "Standard_E8-4s_v3",
+		VCPU:         8,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_NV12": {
+		InstanceType: "Standard_NV12",
+		VCPU:         12,
+		MemoryMb:     114688,
+		GPU:          2,
+	},
+	"Standard_E16-4s_v3": {
+		InstanceType: "Standard_E16-4s_v3",
+		VCPU:         16,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_ND24rs": {
+		InstanceType: "Standard_ND24rs",
+		VCPU:         24,
+		MemoryMb:     458752,
+		GPU:          4,
+	},
+	"Standard_D8_v3": {
+		InstanceType: "Standard_D8_v3",
+		VCPU:         8,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_DS12-2_v2": {
+		InstanceType: "Standard_DS12-2_v2",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_B8ms": {
+		InstanceType: "Standard_B8ms",
+		VCPU:         8,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_DS4_v2_Promo": {
+		InstanceType: "Standard_DS4_v2_Promo",
+		VCPU:         8,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_DS14_v2": {
+		InstanceType: "Standard_DS14_v2",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_NC24s_v2": {
+		InstanceType: "Standard_NC24s_v2",
+		VCPU:         24,
+		MemoryMb:     458752,
+		GPU:          4,
+	},
+	"Standard_M128-64ms": {
+		InstanceType: "Standard_M128-64ms",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_NC24rs_v3": {
+		InstanceType: "Standard_NC24rs_v3",
+		VCPU:         24,
+		MemoryMb:     458752,
+		GPU:          4,
+	},
+	"Standard_NC24rs_v2": {
+		InstanceType: "Standard_NC24rs_v2",
+		VCPU:         24,
+		MemoryMb:     458752,
+		GPU:          4,
+	},
+	"Standard_E8-2s_v3": {
+		InstanceType: "Standard_E8-2s_v3",
+		VCPU:         8,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_E16_v3": {
+		InstanceType: "Standard_E16_v3",
+		VCPU:         16,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_E4-2s_v3": {
+		InstanceType: "Standard_E4-2s_v3",
+		VCPU:         4,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_NC6": {
+		InstanceType: "Standard_NC6",
+		VCPU:         6,
+		MemoryMb:     57344,
+		GPU:          1,
+	},
+	"Standard_D11_v2": {
+		InstanceType: "Standard_D11_v2",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_F16s": {
+		InstanceType: "Standard_F16s",
+		VCPU:         16,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_DS11-1_v2": {
+		InstanceType: "Standard_DS11-1_v2",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_NC24s_v3": {
+		InstanceType: "Standard_NC24s_v3",
+		VCPU:         24,
+		MemoryMb:     458752,
+		GPU:          4,
+	},
+	"Standard_M128s": {
+		InstanceType: "Standard_M128s",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_DS3_v2": {
+		InstanceType: "Standard_DS3_v2",
+		VCPU:         4,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_GS5": {
+		InstanceType: "Standard_GS5",
+		VCPU:         32,
+		MemoryMb:     458752,
+		GPU:          0,
+	},
+	"Standard_A4_v2": {
+		InstanceType: "Standard_A4_v2",
+		VCPU:         4,
+		MemoryMb:     8192,
+		GPU:          0,
+	},
+	"Standard_GS1": {
+		InstanceType: "Standard_GS1",
+		VCPU:         2,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_GS2": {
+		InstanceType: "Standard_GS2",
+		VCPU:         4,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_GS3": {
+		InstanceType: "Standard_GS3",
+		VCPU:         8,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_D64s_v3": {
+		InstanceType: "Standard_D64s_v3",
+		VCPU:         64,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+	"Standard_F64s_v2": {
+		InstanceType: "Standard_F64s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_GS4": {
+		InstanceType: "Standard_GS4",
+		VCPU:         16,
+		MemoryMb:     229376,
+		GPU:          0,
+	},
+	"Standard_D13_v2": {
+		InstanceType: "Standard_D13_v2",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_NC12": {
+		InstanceType: "Standard_NC12",
+		VCPU:         12,
+		MemoryMb:     114688,
+		GPU:          2,
+	},
+	"Standard_D1_v2": {
+		InstanceType: "Standard_D1_v2",
+		VCPU:         1,
+		MemoryMb:     3584,
+		GPU:          0,
+	},
+	"Standard_E16-8s_v3": {
+		InstanceType: "Standard_E16-8s_v3",
+		VCPU:         16,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_L16s": {
+		InstanceType: "Standard_L16s",
+		VCPU:         16,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_D2_v3": {
+		InstanceType: "Standard_D2_v3",
+		VCPU:         2,
+		MemoryMb:     8192,
+		GPU:          0,
+	},
+	"Standard_D2_v2": {
+		InstanceType: "Standard_D2_v2",
+		VCPU:         2,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_H16mr": {
+		InstanceType: "Standard_H16mr",
+		VCPU:         16,
+		MemoryMb:     229376,
+		GPU:          0,
+	},
+	"Standard_A6": {
+		InstanceType: "Standard_A6",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_A7": {
+		InstanceType: "Standard_A7",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_A4": {
+		InstanceType: "Standard_A4",
+		VCPU:         8,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_A5": {
+		InstanceType: "Standard_A5",
+		VCPU:         2,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_A2": {
+		InstanceType: "Standard_A2",
+		VCPU:         2,
+		MemoryMb:     3584,
+		GPU:          0,
+	},
+	"Standard_A3": {
+		InstanceType: "Standard_A3",
+		VCPU:         4,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_A0": {
+		InstanceType: "Standard_A0",
+		VCPU:         1,
+		MemoryMb:     768,
+		GPU:          0,
+	},
+	"Standard_A1": {
+		InstanceType: "Standard_A1",
+		VCPU:         1,
+		MemoryMb:     1792,
+		GPU:          0,
+	},
+	"Standard_DS5_v2": {
+		InstanceType: "Standard_DS5_v2",
+		VCPU:         16,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_A8": {
+		InstanceType: "Standard_A8",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_A9": {
+		InstanceType: "Standard_A9",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Basic_A4": {
+		InstanceType: "Basic_A4",
+		VCPU:         8,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_E64-16s_v3": {
+		InstanceType: "Standard_E64-16s_v3",
+		VCPU:         64,
+		MemoryMb:     442368,
+		GPU:          0,
+	},
+	"Basic_A2": {
+		InstanceType: "Basic_A2",
+		VCPU:         2,
+		MemoryMb:     3584,
+		GPU:          0,
+	},
+	"Basic_A3": {
+		InstanceType: "Basic_A3",
+		VCPU:         4,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Basic_A0": {
+		InstanceType: "Basic_A0",
+		VCPU:         1,
+		MemoryMb:     768,
+		GPU:          0,
+	},
+	"Basic_A1": {
+		InstanceType: "Basic_A1",
+		VCPU:         1,
+		MemoryMb:     1792,
+		GPU:          0,
+	},
+	"Standard_A10": {
+		InstanceType: "Standard_A10",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_A11": {
+		InstanceType: "Standard_A11",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_E4_v3": {
+		InstanceType: "Standard_E4_v3",
+		VCPU:         4,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_F8s_v2": {
+		InstanceType: "Standard_F8s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_F4s_v2": {
+		InstanceType: "Standard_F4s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_ND24s": {
+		InstanceType: "Standard_ND24s",
+		VCPU:         24,
+		MemoryMb:     458752,
+		GPU:          4,
+	},
+	"Standard_B2s": {
+		InstanceType: "Standard_B2s",
+		VCPU:         2,
+		MemoryMb:     4096,
+		GPU:          0,
+	},
+	"Standard_DS2_v2": {
+		InstanceType: "Standard_DS2_v2",
+		VCPU:         2,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_F1s": {
+		InstanceType: "Standard_F1s",
+		VCPU:         1,
+		MemoryMb:     2048,
+		GPU:          0,
+	},
+	"Standard_E16s_v3": {
+		InstanceType: "Standard_E16s_v3",
+		VCPU:         16,
+		MemoryMb:     131072,
+		GPU:          0,
+	},
+	"Standard_B4ms": {
+		InstanceType: "Standard_B4ms",
+		VCPU:         4,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_DS15_v2": {
+		InstanceType: "Standard_DS15_v2",
+		VCPU:         20,
+		MemoryMb:     143360,
+		GPU:          0,
+	},
+	"Standard_D12_v2": {
+		InstanceType: "Standard_D12_v2",
+		VCPU:         4,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_M128-32ms": {
+		InstanceType: "Standard_M128-32ms",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_M128ms": {
+		InstanceType: "Standard_M128ms",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_DS3": {
+		InstanceType: "Standard_DS3",
+		VCPU:         4,
+		MemoryMb:     14336,
+		GPU:          0,
+	},
+	"Standard_DS2": {
+		InstanceType: "Standard_DS2",
+		VCPU:         2,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_DS1": {
+		InstanceType: "Standard_DS1",
+		VCPU:         1,
+		MemoryMb:     3584,
+		GPU:          0,
+	},
+	"Standard_DS2_v2_Promo": {
+		InstanceType: "Standard_DS2_v2_Promo",
+		VCPU:         2,
+		MemoryMb:     7168,
+		GPU:          0,
+	},
+	"Standard_DS1_v2": {
+		InstanceType: "Standard_DS1_v2",
+		VCPU:         1,
+		MemoryMb:     3584,
+		GPU:          0,
+	},
+	"Standard_DS4": {
+		InstanceType: "Standard_DS4",
+		VCPU:         8,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_F2": {
+		InstanceType: "Standard_F2",
+		VCPU:         2,
+		MemoryMb:     4096,
+		GPU:          0,
+	},
+	"Standard_F1": {
+		InstanceType: "Standard_F1",
+		VCPU:         1,
+		MemoryMb:     2048,
+		GPU:          0,
+	},
+	"Standard_E2s_v3": {
+		InstanceType: "Standard_E2s_v3",
+		VCPU:         2,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_F2s_v2": {
+		InstanceType: "Standard_F2s_v2",
+		VCPU:         0,
+		MemoryMb:     0,
+		GPU:          0,
+	},
+	"Standard_E64is_v3": {
+		InstanceType: "Standard_E64is_v3",
+		VCPU:         64,
+		MemoryMb:     442368,
+		GPU:          0,
+	},
+	"Standard_L4s": {
+		InstanceType: "Standard_L4s",
+		VCPU:         4,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_H16": {
+		InstanceType: "Standard_H16",
+		VCPU:         16,
+		MemoryMb:     114688,
+		GPU:          0,
+	},
+	"Standard_F8": {
+		InstanceType: "Standard_F8",
+		VCPU:         8,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_GS4-8": {
+		InstanceType: "Standard_GS4-8",
+		VCPU:         16,
+		MemoryMb:     229376,
+		GPU:          0,
+	},
+	"Standard_DS4_v2": {
+		InstanceType: "Standard_DS4_v2",
+		VCPU:         8,
+		MemoryMb:     28672,
+		GPU:          0,
+	},
+	"Standard_D16s_v3": {
+		InstanceType: "Standard_D16s_v3",
+		VCPU:         16,
+		MemoryMb:     65536,
+		GPU:          0,
+	},
+	"Standard_H8": {
+		InstanceType: "Standard_H8",
+		VCPU:         8,
+		MemoryMb:     57344,
+		GPU:          0,
+	},
+	"Standard_A8_v2": {
+		InstanceType: "Standard_A8_v2",
+		VCPU:         8,
+		MemoryMb:     16384,
+		GPU:          0,
+	},
+	"Standard_B1s": {
+		InstanceType: "Standard_B1s",
+		VCPU:         1,
+		MemoryMb:     1024,
+		GPU:          0,
+	},
+	"Standard_F16": {
+		InstanceType: "Standard_F16",
+		VCPU:         16,
+		MemoryMb:     32768,
+		GPU:          0,
+	},
+	"Standard_E64_v3": {
+		InstanceType: "Standard_E64_v3",
+		VCPU:         64,
+		MemoryMb:     442368,
+		GPU:          0,
+	},
+	"Standard_E32-16s_v3": {
+		InstanceType: "Standard_E32-16s_v3",
+		VCPU:         32,
+		MemoryMb:     262144,
+		GPU:          0,
+	},
+}
diff --git a/cluster-autoscaler/cloudprovider/azure/azure_scale_set.go b/cluster-autoscaler/cloudprovider/azure/azure_scale_set.go
index 42d89ddc40..56d0989fda 100644
--- a/cluster-autoscaler/cloudprovider/azure/azure_scale_set.go
+++ b/cluster-autoscaler/cloudprovider/azure/azure_scale_set.go
@@ -18,6 +18,7 @@ package azure
 
 import (
 	"fmt"
+	"math/rand"
 	"sync"
 	"time"
 
@@ -25,8 +26,12 @@ import (
 	"github.com/golang/glog"
 
 	apiv1 "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/api/resource"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/autoscaler/cluster-autoscaler/cloudprovider"
 	"k8s.io/autoscaler/cluster-autoscaler/config/dynamic"
+	"k8s.io/autoscaler/cluster-autoscaler/utils/gpu"
+	kubeletapis "k8s.io/kubernetes/pkg/kubelet/apis"
 	"k8s.io/kubernetes/pkg/scheduler/schedulercache"
 )
 
@@ -90,6 +95,19 @@ func (scaleSet *ScaleSet) MaxSize() int {
 	return scaleSet.maxSize
 }
 
+func (scaleSet *ScaleSet) getVMSSInfo() (compute.VirtualMachineScaleSet, error) {
+	ctx, cancel := getContextWithCancel()
+	defer cancel()
+
+	resourceGroup := scaleSet.manager.config.ResourceGroup
+	setInfo, err := scaleSet.manager.azClient.virtualMachineScaleSetsClient.Get(ctx, resourceGroup, scaleSet.Name)
+	if err != nil {
+		return compute.VirtualMachineScaleSet{}, err
+	}
+
+	return setInfo, nil
+}
+
 func (scaleSet *ScaleSet) getCurSize() (int64, error) {
 	scaleSet.mutex.Lock()
 	defer scaleSet.mutex.Unlock()
@@ -98,12 +116,8 @@ func (scaleSet *ScaleSet) getCurSize() (int64, error) {
 		return scaleSet.curSize, nil
 	}
 
-	ctx, cancel := getContextWithCancel()
-	defer cancel()
-
 	glog.V(5).Infof("Get scale set size for %q", scaleSet.Name)
-	resourceGroup := scaleSet.manager.config.ResourceGroup
-	set, err := scaleSet.manager.azClient.virtualMachineScaleSetsClient.Get(ctx, resourceGroup, scaleSet.Name)
+	set, err := scaleSet.getVMSSInfo()
 	if err != nil {
 		return -1, err
 	}
@@ -124,11 +138,8 @@ func (scaleSet *ScaleSet) SetScaleSetSize(size int64) error {
 	scaleSet.mutex.Lock()
 	defer scaleSet.mutex.Unlock()
 
-	ctx, cancel := getContextWithCancel()
-	defer cancel()
-
 	resourceGroup := scaleSet.manager.config.ResourceGroup
-	op, err := scaleSet.manager.azClient.virtualMachineScaleSetsClient.Get(ctx, resourceGroup, scaleSet.Name)
+	op, err := scaleSet.getVMSSInfo()
 	if err != nil {
 		return err
 	}
@@ -352,9 +363,81 @@ func (scaleSet *ScaleSet) Debug() string {
 	return fmt.Sprintf("%s (%d:%d)", scaleSet.Id(), scaleSet.MinSize(), scaleSet.MaxSize())
 }
 
+func buildInstanceOS(template compute.VirtualMachineScaleSet) string {
+	instanceOS := cloudprovider.DefaultOS
+	if template.VirtualMachineProfile != nil && template.VirtualMachineProfile.OsProfile != nil && template.VirtualMachineProfile.OsProfile.WindowsConfiguration != nil {
+		instanceOS = "windows"
+	}
+
+	return instanceOS
+}
+
+func buildGenericLabels(template compute.VirtualMachineScaleSet, nodeName string) map[string]string {
+	result := make(map[string]string)
+
+	result[kubeletapis.LabelArch] = cloudprovider.DefaultArch
+	result[kubeletapis.LabelOS] = buildInstanceOS(template)
+	result[kubeletapis.LabelInstanceType] = *template.Sku.Name
+	result[kubeletapis.LabelZoneRegion] = *template.Location
+	result[kubeletapis.LabelZoneFailureDomain] = "0"
+	result[kubeletapis.LabelHostname] = nodeName
+	return result
+}
+
+func (scaleSet *ScaleSet) buildNodeFromTemplate(template compute.VirtualMachineScaleSet) (*apiv1.Node, error) {
+	node := apiv1.Node{}
+	nodeName := fmt.Sprintf("%s-asg-%d", scaleSet.Name, rand.Int63())
+
+	node.ObjectMeta = metav1.ObjectMeta{
+		Name:     nodeName,
+		SelfLink: fmt.Sprintf("/api/v1/nodes/%s", nodeName),
+		Labels:   map[string]string{},
+	}
+
+	node.Status = apiv1.NodeStatus{
+		Capacity: apiv1.ResourceList{},
+	}
+
+	vmssType := InstanceTypes[*template.Sku.Name]
+	if vmssType == nil {
+		return nil, fmt.Errorf("instance type %q not supported", *template.Sku.Name)
+	}
+	node.Status.Capacity[apiv1.ResourcePods] = *resource.NewQuantity(110, resource.DecimalSI)
+	node.Status.Capacity[apiv1.ResourceCPU] = *resource.NewQuantity(vmssType.VCPU, resource.DecimalSI)
+	node.Status.Capacity[gpu.ResourceNvidiaGPU] = *resource.NewQuantity(vmssType.GPU, resource.DecimalSI)
+	node.Status.Capacity[apiv1.ResourceMemory] = *resource.NewQuantity(vmssType.MemoryMb*1024*1024, resource.DecimalSI)
+
+	// TODO: set real allocatable.
+	node.Status.Allocatable = node.Status.Capacity
+
+	// NodeLabels
+	if template.Tags != nil {
+		for k, v := range *template.Tags {
+			node.Labels[k] = *v
+		}
+	}
+
+	// GenericLabels
+	node.Labels = cloudprovider.JoinStringMaps(node.Labels, buildGenericLabels(template, nodeName))
+	node.Status.Conditions = cloudprovider.BuildReadyConditions()
+	return &node, nil
+}
+
 // TemplateNodeInfo returns a node template for this scale set.
 func (scaleSet *ScaleSet) TemplateNodeInfo() (*schedulercache.NodeInfo, error) {
-	return nil, cloudprovider.ErrNotImplemented
+	template, err := scaleSet.getVMSSInfo()
+	if err != nil {
+		return nil, err
+	}
+
+	node, err := scaleSet.buildNodeFromTemplate(template)
+	if err != nil {
+		return nil, err
+	}
+
+	nodeInfo := schedulercache.NewNodeInfo(cloudprovider.BuildKubeProxy(scaleSet.Name))
+	nodeInfo.SetNode(node)
+	return nodeInfo, nil
 }
 
 // Nodes returns a list of all nodes that belong to this node group.