diff --git a/dm/templates/instance/examples/instance.yaml b/dm/templates/instance/examples/instance.yaml
index d213966dc0a..3c684f806db 100644
--- a/dm/templates/instance/examples/instance.yaml
+++ b/dm/templates/instance/examples/instance.yaml
@@ -14,7 +14,8 @@ resources:
       diskImage: projects/ubuntu-os-cloud/global/images/family/ubuntu-1804-lts
       machineType: f1-micro
       diskType: pd-ssd
-      network: default
+      networks:
+        - name: default
       metadata:
         items:
           - key: startup-script
diff --git a/dm/templates/instance/instance.py b/dm/templates/instance/instance.py
index 4bcd446fbb0..bce8c8dd6ee 100644
--- a/dm/templates/instance/instance.py
+++ b/dm/templates/instance/instance.py
@@ -43,35 +43,46 @@ def create_boot_disk(properties, zone, instance_name):
 
     return boot_disk
 
-def get_network(properties):
+def get_network_interfaces(properties):
     """ Get the configuration that connects the instance to an existing network
-        and assigns to it an ephemeral public IP.
+        and assigns to it an ephemeral public IP if specified.
     """
-
-    network_name = properties.get('network')
-
-    if not '.' in network_name and not '/' in network_name:
-        network_name = 'global/networks/{}'.format(network_name)
-
-    network_interfaces = {
-        'network': network_name,
-    }
-
-    if properties['hasExternalIp']:
-        access_configs = {
-            'name': 'External NAT',
-            'type': 'ONE_TO_ONE_NAT'
+    network_interfaces = []
+
+    networks = properties.get('networks', [{
+        "name": properties.get('network'),
+        "hasExternalIp": properties.get('hasExternalIp'),
+        "natIP": properties.get('natIP'),
+        "subnetwork": properties.get('subnetwork'),
+        "networkIP": properties.get('networkIP'),
+    }])
+
+    for network in networks:
+        if not '.' in network['name'] and not '/' in network['name']:
+            network_name = 'global/networks/{}'.format(network['name'])
+        else:
+            network_name = network['name']
+
+        network_interface = {
+            'network': network_name,
         }
 
-        if 'natIP' in properties:
-            access_configs['natIP'] = properties['natIP']
+        if network['hasExternalIp']:
+            access_configs = {
+                'name': 'External NAT',
+                'type': 'ONE_TO_ONE_NAT'
+            }
+
+            if network.get('natIP'):
+                access_configs['natIP'] = network['natIP']
 
-        network_interfaces['accessConfigs'] = [access_configs]
+            network_interface['accessConfigs'] = [access_configs]
 
-    netif_optional_props = ['subnetwork', 'networkIP']
-    for prop in netif_optional_props:
-        if prop in properties:
-            network_interfaces[prop] = properties[prop]
+        netif_optional_props = ['subnetwork', 'networkIP']
+        for prop in netif_optional_props:
+            if network.get(prop):
+                network_interface[prop] = network[prop]
+        network_interfaces.append(network_interface)
 
     return network_interfaces
 
@@ -84,7 +95,7 @@ def generate_config(context):
     machine_type = context.properties['machineType']
 
     boot_disk = create_boot_disk(context.properties, zone, vm_name)
-    network = get_network(context.properties)
+    network_interfaces = get_network_interfaces(context.properties)
     instance = {
         'name': vm_name,
         'type': 'compute.v1.instance',
@@ -93,7 +104,7 @@ def generate_config(context):
             'machineType': 'zones/{}/machineTypes/{}'.format(zone,
                                                              machine_type),
             'disks': [boot_disk],
-            'networkInterfaces': [network]
+            'networkInterfaces': network_interfaces
         }
     }
 
@@ -102,8 +113,8 @@ def generate_config(context):
 
     outputs = [
         {
-            'name': 'internalIp',
-            'value': '$(ref.{}.networkInterfaces[0].networkIP)'.format(vm_name) # pylint: disable=line-too-long
+            'name': 'networkInterfaces',
+            'value': '$(ref.{}.networkInterfaces)'.format(vm_name)
         },
         {
             'name': 'name',
@@ -115,12 +126,4 @@ def generate_config(context):
         }
     ]
 
-    if context.properties['hasExternalIp']:
-        outputs.append(
-            {
-                'name': 'externalIp',
-                'value': '$(ref.{}.networkInterfaces[0].accessConfigs[0].natIP)'.format(vm_name) # pylint: disable=line-too-long
-            }
-        )
-
     return {'resources': [instance], 'outputs': outputs}
diff --git a/dm/templates/instance/instance.py.schema b/dm/templates/instance/instance.py.schema
index 6df0986292a..a2923a36ec3 100644
--- a/dm/templates/instance/instance.py.schema
+++ b/dm/templates/instance/instance.py.schema
@@ -25,7 +25,69 @@ required:
   - zone
   - machineType
   - diskImage
-  - network
+
+oneOf:
+  - allOf:
+    - required:
+        - networks
+    - properties:
+        networks:
+          minItems: 1
+    - not:
+        required:
+          - network
+    - not:
+        required:
+          - natIP
+    - not:
+        required:
+          - subnetwork
+    - not:
+        required:
+          - networkIP
+  - allOf:
+    - required:
+        - network
+    - not:
+       required:
+         - networks
+
+additionalProperties: false
+
+definitions:
+    hasExternalIp:
+      type: boolean
+      default: true
+      description: |
+        Defines wether the instance will use an external IP from a shared
+        ephemeral IP address pool. If this is set to false, the instance
+        will not have an external IP.
+    natIP:
+      type: string
+      description: |
+        An external IP address associated with this instance. Specify an unused
+        static external IP address available to the project or leave this field
+        undefined to use an IP from a shared ephemeral IP address pool. If you
+        specify a static external IP address, it must live in the same region
+        as the zone of the instance.
+        If hasExternalIp is false this field is ignored.
+    subnetwork:
+      type: string
+      description: |
+        The URL of the Subnetwork resource for this instance. If the network
+        resource is in legacy mode, do not provide this property. If the network
+        is in auto subnet mode, providing the subnetwork is optional. If the
+        network is in custom subnet mode, then this field should be specified.
+        If you specify this property, you can specify the subnetwork as a full
+        or partial URL. For example, the following are all valid URLs:
+          - https://www.googleapis.com/compute/v1/projects/project/regions/region/subnetworks/subnetwork
+          - regions/region/subnetworks/subnetwork
+    networkIP:
+      type: string
+      description: |
+        An IPv4 internal network address to assign to the instance for this
+        network interface. If not specified by the user, an unused internal IP
+        is assigned by the system.
 
 properties:
   name:
@@ -36,42 +98,41 @@ properties:
     description: |
       Name of the network the instance will be connected to;
       e.g., 'my-custom-network' or 'default'.
-  zone:
-    type: string
-    description: Availability zone. E.g. 'us-central1-a'
   hasExternalIp:
-    type: boolean
-    default: true
-    description: |
-      Defines wether the instance will use an external IP from a shared
-      ephemeral IP address pool. If this is set to false, the instance
-      will not have an external IP.
+    $ref: '#/definitions/hasExternalIp'
   natIP:
-    type: string
-    description: |
-      An external IP address associated with this instance. Specify an unused
-      static external IP address available to the project or leave this field
-      undefined to use an IP from a shared ephemeral IP address pool. If you
-      specify a static external IP address, it must live in the same region
-      as the zone of the instance.
-      If hasExternalIp is false this field is ignored.
+    $ref: '#/definitions/natIP'
   subnetwork:
-    type: string
-    description: |
-      The URL of the Subnetwork resource for this instance. If the network
-      resource is in legacy mode, do not provide this property. If the network
-      is in auto subnet mode, providing the subnetwork is optional. If the
-      network is in custom subnet mode, then this field should be specified.
-      If you specify this property, you can specify the subnetwork as a full
-      or partial URL. For example, the following are all valid URLs:
-        - https://www.googleapis.com/compute/v1/projects/project/regions/region/subnetworks/subnetwork
-        - regions/region/subnetworks/subnetwork
+    $ref: '#/definitions/subnetwork'
   networkIP:
-    type: string
+    $ref: '#/definitions/networkIP'
+  networks:
+    type: array
     description: |
-      An IPv4 internal network address to assign to the instance for this
-      network interface. If not specified by the user, an unused internal IP
-      is assigned by the system.
+      Networks the instance will be connected to;
+      e.g., 'my-custom-network' or 'default'.
+    items:
+      type: object
+      additionalProperties: false
+      required:
+        - name
+      properties:
+        name:
+          type: string
+          description: |
+            Name of the network the instance will be connected to;
+            e.g., 'my-custom-network' or 'default'.
+        hasExternalIp:
+          $ref: '#/definitions/hasExternalIp'
+        natIP:
+          $ref: '#/definitions/natIP'
+        subnetwork:
+          $ref: '#/definitions/subnetwork'
+        networkIP:
+          $ref: '#/definitions/networkIP'
+  zone:
+    type: string
+    description: Availability zone. E.g. 'us-central1-a'
   tags:
     type: object
     description: |
@@ -95,6 +156,7 @@ properties:
       See https://cloud.google.com/compute/docs/machine-types for details.
   canIpForward:
     type: boolean
+    default: False
     description: |
       If "True". allows the instance to send and receive packets with non-matching destination
       and source IPs.
@@ -107,6 +169,7 @@ properties:
       - local-ssd
   diskImage:
     type: string
+    default: None
     description: |
       The source image for the disk. To create the disk with one of the
       public operating system images, specify the image by its family name.
@@ -134,6 +197,7 @@ properties:
         description: A collection of metadata key-value pairs.
         items:
           type: object
+          additionalProperties: false
           properties:
             key:
               type: string
@@ -146,6 +210,7 @@ properties:
       this instance. Only one service account per VM instance is supported.
     items:
       type: object
+      additionalProperties: false
       properties:
         email:
           type: string
@@ -162,12 +227,19 @@ properties:
 
 outputs:
   properties:
-    - externalIp:
-        type: string
-        description: Reference to the external ip address of the new instance
-    - internalIp:
-        type: string
-        description: Reference to tbe internal ip address of the new instance
+    - networkInterfaces:
+      type: array
+      description: |
+        A list of network interfaces of the new instance.
+      items:
+        type: object
+        properties:
+          externalIp:
+            type: string
+            description: Reference to the external ip address of the new instance
+          internalIp:
+            type: string
+            description: Reference to tbe internal ip address of the new instance
     - name:
         type: string
         description: A name of the instance resource
@@ -180,4 +252,3 @@ documentation:
 
 examples:
   - templates/instance/examples/instance.yaml
-
diff --git a/dm/templates/instance/tests/integration/instance_1_nic.bats b/dm/templates/instance/tests/integration/instance_1_nic.bats
new file mode 100755
index 00000000000..379d0633dbc
--- /dev/null
+++ b/dm/templates/instance/tests/integration/instance_1_nic.bats
@@ -0,0 +1,87 @@
+#!/usr/bin/env bats
+
+source tests/helpers.bash
+
+TEST_NAME=$(basename "${BATS_TEST_FILENAME}" | cut -d '.' -f 1)
+
+# Create a random 10-char string and save it in a file.
+RANDOM_FILE="/tmp/${CLOUD_FOUNDATION_ORGANIZATION_ID}-${TEST_NAME}.txt"
+if [[ ! -e "${RANDOM_FILE}" ]]; then
+    RAND=$(head /dev/urandom | LC_ALL=C tr -dc a-z0-9 | head -c 10)
+    echo ${RAND} > "${RANDOM_FILE}"
+fi
+
+# Set variables based on the random string saved in the file.
+# envsubst requires all variables used in the example/config to be exported.
+if [[ -e "${RANDOM_FILE}" ]]; then
+    export RAND=$(cat "${RANDOM_FILE}")
+    DEPLOYMENT_NAME="${CLOUD_FOUNDATION_PROJECT_ID}-${TEST_NAME}-${RAND}"
+    # Replace underscores in the deployment name with dashes.
+    DEPLOYMENT_NAME=${DEPLOYMENT_NAME//_/-}
+    CONFIG=".${DEPLOYMENT_NAME}.yaml"
+fi
+
+########## HELPER FUNCTIONS ##########
+
+function create_config() {
+    echo "Creating ${CONFIG}"
+    envsubst < "templates/instance/tests/integration/${TEST_NAME}.yaml" > "${CONFIG}"
+}
+
+function delete_config() {
+    echo "Deleting ${CONFIG}"
+    rm -f "${CONFIG}"
+}
+
+function setup() {
+    # Global setup; this is executed once per test file.
+    if [ ${BATS_TEST_NUMBER} -eq 1 ]; then
+        create_config
+    fi
+
+  # Per-test setup steps.
+}
+
+function teardown() {
+    #Global teardown; this is executed once per test file
+    if [[ "$BATS_TEST_NUMBER" -eq "${#BATS_TEST_NAMES[@]}" ]]; then
+        rm -f "${RANDOM_FILE}"
+        delete_config
+    fi
+
+  # Per-test teardown steps.
+}
+
+
+@test "Creating deployment ${DEPLOYMENT_NAME} from ${CONFIG}" {
+    gcloud deployment-manager deployments create "${DEPLOYMENT_NAME}" --config "${CONFIG}" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+}
+
+@test "Verifying that a Compute Instance was created in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances list --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "test-instance-${RAND}" ]]
+}
+
+@test "Verifying that the Compute Instance was connected to the first custom network in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances describe test-instance-${RAND} --zone "us-central1-a" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "test-network-0-${RAND}" ]]
+}
+
+@test "Verifying that the Compute Instance has the canIpForward property set in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances describe test-instance-${RAND} --zone "us-central1-a" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "canIpForward: true" ]]
+}
+
+@test "Deleting deployment" {
+    gcloud deployment-manager deployments delete "${DEPLOYMENT_NAME}" -q \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    run gcloud compute instances list --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ ! "$output" =~ "test-instance-${RAND}" ]]
+}
diff --git a/dm/templates/instance/tests/integration/instance_1_nic.yaml b/dm/templates/instance/tests/integration/instance_1_nic.yaml
new file mode 100644
index 00000000000..ffb660a3566
--- /dev/null
+++ b/dm/templates/instance/tests/integration/instance_1_nic.yaml
@@ -0,0 +1,36 @@
+# Test of the Instance template.
+#
+# Variables:
+#   RAND: A random string used by the testing suite.
+
+imports:
+  - path: templates/instance/instance.py
+    name: instance.py
+
+resources:
+  - name: test-instance-${RAND}
+    type: instance.py
+    properties:
+      zone: us-central1-a
+      diskImage: projects/ubuntu-os-cloud/global/images/family/ubuntu-1804-lts
+      diskSizeGb: 100
+      machineType: f1-micro
+      diskType: pd-ssd
+      canIpForward: true
+      networks:
+        - name: $(ref.test-network-0-${RAND}.selfLink)
+          subnetwork: $(ref.test-subnetwork-0-${RAND}.selfLink)
+      metadata:
+        items:
+          - key: startup-script
+            value: sudo apt-get update && sudo apt-get install -y nginx
+  - name: test-network-0-${RAND}
+    type: compute.v1.network
+    properties:
+      autoCreateSubnetworks: false
+  - name: test-subnetwork-0-${RAND}
+    type: compute.v1.subnetwork
+    properties:
+      network: $(ref.test-network-0-${RAND}.selfLink)
+      ipCidrRange: 10.0.1.0/24
+      region: us-central1
diff --git a/dm/templates/instance/tests/integration/instance_2_nics.bats b/dm/templates/instance/tests/integration/instance_2_nics.bats
new file mode 100755
index 00000000000..ae17e82a193
--- /dev/null
+++ b/dm/templates/instance/tests/integration/instance_2_nics.bats
@@ -0,0 +1,94 @@
+#!/usr/bin/env bats
+
+source tests/helpers.bash
+
+TEST_NAME=$(basename "${BATS_TEST_FILENAME}" | cut -d '.' -f 1)
+
+# Create a random 10-char string and save it in a file.
+RANDOM_FILE="/tmp/${CLOUD_FOUNDATION_ORGANIZATION_ID}-${TEST_NAME}.txt"
+if [[ ! -e "${RANDOM_FILE}" ]]; then
+    RAND=$(head /dev/urandom | LC_ALL=C tr -dc a-z0-9 | head -c 10)
+    echo ${RAND} > "${RANDOM_FILE}"
+fi
+
+# Set variables based on the random string saved in the file.
+# envsubst requires all variables used in the example/config to be exported.
+if [[ -e "${RANDOM_FILE}" ]]; then
+    export RAND=$(cat "${RANDOM_FILE}")
+    DEPLOYMENT_NAME="${CLOUD_FOUNDATION_PROJECT_ID}-${TEST_NAME}-${RAND}"
+    # Replace underscores in the deployment name with dashes.
+    DEPLOYMENT_NAME=${DEPLOYMENT_NAME//_/-}
+    CONFIG=".${DEPLOYMENT_NAME}.yaml"
+fi
+
+########## HELPER FUNCTIONS ##########
+
+function create_config() {
+    echo "Creating ${CONFIG}"
+    envsubst < "templates/instance/tests/integration/${TEST_NAME}.yaml" > "${CONFIG}"
+}
+
+function delete_config() {
+    echo "Deleting ${CONFIG}"
+    rm -f "${CONFIG}"
+}
+
+function setup() {
+    # Global setup; this is executed once per test file.
+    if [ ${BATS_TEST_NUMBER} -eq 1 ]; then
+        create_config
+    fi
+
+  # Per-test setup steps.
+}
+
+function teardown() {
+    #Global teardown; this is executed once per test file
+    if [[ "$BATS_TEST_NUMBER" -eq "${#BATS_TEST_NAMES[@]}" ]]; then
+        rm -f "${RANDOM_FILE}"
+        delete_config
+    fi
+
+  # Per-test teardown steps.
+}
+
+
+@test "Creating deployment ${DEPLOYMENT_NAME} from ${CONFIG}" {
+    gcloud deployment-manager deployments create "${DEPLOYMENT_NAME}" --config "${CONFIG}" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+}
+
+@test "Verifying that a Compute Instance was created in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances list --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "test-instance-${RAND}" ]]
+}
+
+@test "Verifying that the Compute Instance was connected to the first custom network in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances describe test-instance-${RAND} --zone "us-central1-a" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "test-network-0-${RAND}" ]]
+}
+
+@test "Verifying that the Compute Instance was connected to the second custom network in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances describe test-instance-${RAND} --zone "us-central1-a" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "test-network-1-${RAND}" ]]
+}
+
+@test "Verifying that the Compute Instance has the canIpForward property set in deployment ${DEPLOYMENT_NAME}" {
+    run gcloud compute instances describe test-instance-${RAND} --zone "us-central1-a" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    [[ "$output" =~ "canIpForward: true" ]]
+}
+
+@test "Deleting deployment" {
+    gcloud deployment-manager deployments delete "${DEPLOYMENT_NAME}" -q \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+
+    run gcloud compute instances list --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ ! "$output" =~ "test-instance-${RAND}" ]]
+}
diff --git a/dm/templates/instance/tests/integration/instance_2_nics.yaml b/dm/templates/instance/tests/integration/instance_2_nics.yaml
new file mode 100644
index 00000000000..ffbc4a88cd8
--- /dev/null
+++ b/dm/templates/instance/tests/integration/instance_2_nics.yaml
@@ -0,0 +1,48 @@
+# Test of the Instance template.
+#
+# Variables:
+#   RAND: A random string used by the testing suite.
+
+imports:
+  - path: templates/instance/instance.py
+    name: instance.py
+
+resources:
+  - name: test-instance-${RAND}
+    type: instance.py
+    properties:
+      zone: us-central1-a
+      diskImage: projects/ubuntu-os-cloud/global/images/family/ubuntu-1804-lts
+      diskSizeGb: 100
+      machineType: f1-micro
+      diskType: pd-ssd
+      canIpForward: true
+      networks:
+        - name: $(ref.test-network-0-${RAND}.selfLink)
+          subnetwork: $(ref.test-subnetwork-0-${RAND}.selfLink)
+        - name: $(ref.test-network-1-${RAND}.selfLink)
+          subnetwork: $(ref.test-subnetwork-1-${RAND}.selfLink)
+      metadata:
+        items:
+          - key: startup-script
+            value: sudo apt-get update && sudo apt-get install -y nginx
+  - name: test-network-0-${RAND}
+    type: compute.v1.network
+    properties:
+      autoCreateSubnetworks: false
+  - name: test-network-1-${RAND}
+    type: compute.v1.network
+    properties:
+      autoCreateSubnetworks: false
+  - name: test-subnetwork-0-${RAND}
+    type: compute.v1.subnetwork
+    properties:
+      network: $(ref.test-network-0-${RAND}.selfLink)
+      ipCidrRange: 10.0.1.0/24
+      region: us-central1
+  - name: test-subnetwork-1-${RAND}
+    type: compute.v1.subnetwork
+    properties:
+      network: $(ref.test-network-1-${RAND}.selfLink)
+      ipCidrRange: 10.0.2.0/24
+      region: us-central1
diff --git a/dm/templates/instance/tests/integration/instance_template/instance_template.bats b/dm/templates/instance/tests/integration/instance_template/instance_template.bats
new file mode 100755
index 00000000000..cc22489cb40
--- /dev/null
+++ b/dm/templates/instance/tests/integration/instance_template/instance_template.bats
@@ -0,0 +1,123 @@
+#!/usr/bin/env bats
+
+source tests/helpers.bash
+
+TEST_NAME=$(basename "${BATS_TEST_FILENAME}" | cut -d '.' -f 1)
+
+# Create a random 10-char string and save it in a file.
+RANDOM_FILE="/tmp/${CLOUD_FOUNDATION_ORGANIZATION_ID}-${TEST_NAME}.txt"
+if [[ ! -e "${RANDOM_FILE}" ]]; then
+    RAND=$(head /dev/urandom | LC_ALL=C tr -dc a-z0-9 | head -c 10)
+    echo ${RAND} > "${RANDOM_FILE}"
+fi
+
+# Set variables based on the random string saved in the file.
+# envsubst requires all variables used in the example/config to be exported.
+if [[ -e "${RANDOM_FILE}" ]]; then
+    export RAND=$(cat "${RANDOM_FILE}")
+    DEPLOYMENT_NAME="${CLOUD_FOUNDATION_PROJECT_ID}-${TEST_NAME}-${RAND}"
+    # Replace underscores in the deployment name with dashes.
+    DEPLOYMENT_NAME=${DEPLOYMENT_NAME//_/-}
+    CONFIG=".${DEPLOYMENT_NAME}.yaml"
+    export IMAGE="projects/ubuntu-os-cloud/global/images/family/ubuntu-1804-lts"
+fi
+
+########## HELPER FUNCTIONS ##########
+
+function create_config() {
+    envsubst < "templates/instance_template/tests/integration/${TEST_NAME}.yaml" > "${CONFIG}"
+}
+
+function delete_config() {
+    rm -f "${CONFIG}"
+}
+
+function setup() {
+    # Global setup; executed once per test file.
+    if [ ${BATS_TEST_NUMBER} -eq 1 ]; then
+        create_config
+    fi
+
+    # Per-test setup steps.
+}
+
+function teardown() {
+    # Global teardown; executed once per test file.
+    if [[ "$BATS_TEST_NUMBER" -eq "${#BATS_TEST_NAMES[@]}" ]]; then
+        rm -f "${RANDOM_FILE}"
+        delete_config
+    fi
+
+    # Per-test teardown steps.
+}
+
+
+@test "Creating deployment ${DEPLOYMENT_NAME} from ${CONFIG}" {
+    run gcloud deployment-manager deployments create "${DEPLOYMENT_NAME}" \
+        --config "${CONFIG}" --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+}
+
+@test "Verifying instance template disk properties" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.disks[0].initializeParams)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "diskType: pd-ssd" ]]
+    [[ "$output" =~ "sourceImage: ${IMAGE}" ]]
+    [[ "$output" =~ "diskSizeGb: '50'" ]]
+}
+
+@test "Verifying instance spec properties" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "machineType: f1-micro" ]]
+    [[ "$output" =~ "description: Instance description" ]]
+    [[ "$output" =~ "canIpForward: true" ]]
+}
+
+@test "Verifying instance template properties" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "value(name, description, properties.labels)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "Template description" ]]
+    [[ "$output" =~ "it-${RAND}" ]]
+    [[ "$output" =~ "name=wrench" ]]
+}
+
+@test "Verifying instance template network tags" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.tags)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "ftp" ]]
+    [[ "$output" =~ "https" ]]
+}
+
+@test "Verifying instance template metadata" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.metadata)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "key: createdBy" ]]
+    [[ "$output" =~ "value: unitTest" ]]
+}
+
+@test "Verifying instance template network properties" {
+    NET="https://www.googleapis.com/compute/v1/projects/${CLOUD_FOUNDATION_PROJECT_ID}/global/networks/test-network-${RAND}"
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.networkInterfaces[0])" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "name: External NAT" ]]
+    [[ "$output" =~ "type: ONE_TO_ONE_NAT" ]]
+    [[ "$output" =~ "network: ${NET}" ]]
+}
+
+@test "Deleting deployment" {
+    run gcloud deployment-manager deployments delete "${DEPLOYMENT_NAME}" -q \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+}
diff --git a/dm/templates/instance/tests/integration/instance_template/instance_template.yaml b/dm/templates/instance/tests/integration/instance_template/instance_template.yaml
new file mode 100644
index 00000000000..847fbce2716
--- /dev/null
+++ b/dm/templates/instance/tests/integration/instance_template/instance_template.yaml
@@ -0,0 +1,37 @@
+# Test of the Instance Template template.
+#
+# Variables:
+#   RAND: a random string used by the testing suite
+#   IMAGE: a URL to the base disk image provided by the testing suite
+
+imports:
+  - path: templates/instance_template/instance_template.py
+    name: instance_template.py
+
+resources:
+  - name: instance-template-${RAND}
+    type: instance_template.py
+    properties:
+      name: it-${RAND}
+      instanceDescription: Instance description
+      templateDescription: Template description
+      network: $(ref.test-network-${RAND}.selfLink)
+      diskImage: ${IMAGE}
+      machineType: f1-micro
+      canIpForward: true
+      diskType: pd-ssd
+      diskSizeGb: 50
+      tags:
+        items:
+          - ftp
+          - https
+      metadata:
+        items:
+          - key: createdBy
+            value: unitTest
+      labels:
+        name: wrench
+  - name: test-network-${RAND}
+    type: compute.v1.network
+    properties:
+      autoCreateSubnetworks: true
diff --git a/dm/templates/instance_template/examples/instance_template.yaml b/dm/templates/instance_template/examples/instance_template.yaml
index f3ee0613c5f..72bc1291ab8 100644
--- a/dm/templates/instance_template/examples/instance_template.yaml
+++ b/dm/templates/instance_template/examples/instance_template.yaml
@@ -11,7 +11,8 @@ resources:
     type: instance_template.py
     properties:
       diskImage: projects/ubuntu-os-cloud/global/images/family/ubuntu-1804-lts
-      network: default
+      networks:
+        - default
       machineType: f1-micro
       tags:
         items:
diff --git a/dm/templates/instance_template/instance_template.py b/dm/templates/instance_template/instance_template.py
index 5349aadb910..9e1802c062a 100644
--- a/dm/templates/instance_template/instance_template.py
+++ b/dm/templates/instance_template/instance_template.py
@@ -43,38 +43,46 @@ def create_boot_disk(properties):
     return boot_disk
 
 
-def get_network(properties):
-    """ Gets configuration that connects an instance to an existing network
-        and assigns to it an ephemeral public IP.
+def get_network_interfaces(properties):
+    """ Get the configuration that connects the instance to an existing network
+        and assigns to it an ephemeral public IP if specified.
     """
-
-    network_name = properties.get('network')
-    is_self_link = '/' in network_name or '.' in network_name
-
-    if is_self_link:
-        network_url = network_name
-    else:
-        network_url = 'global/networks/{}'.format(network_name)
-
-    network_interfaces = {
-        'network': network_url
-    }
-
-    if properties['hasExternalIp']:
-        access_configs = {
-            'name': 'External NAT',
-            'type': 'ONE_TO_ONE_NAT'
+    network_interfaces = []
+
+    networks = properties.get('networks', [{
+        "name": properties.get('network'),
+        "hasExternalIp": properties.get('hasExternalIp'),
+        "natIP": properties.get('natIP'),
+        "subnetwork": properties.get('subnetwork'),
+        "networkIP": properties.get('networkIP'),
+    }])
+
+    for network in networks:
+        if not '.' in network['name'] and not '/' in network['name']:
+            network_name = 'global/networks/{}'.format(network['name'])
+        else:
+            network_name = network['name']
+
+        network_interface = {
+            'network': network_name,
         }
 
-        if 'natIP' in properties:
-            access_configs['natIP'] = properties['natIP']
+        if network['hasExternalIp']:
+            access_configs = {
+                'name': 'External NAT',
+                'type': 'ONE_TO_ONE_NAT'
+            }
+
+            if network.get('natIP'):
+                access_configs['natIP'] = network['natIP']
 
-        network_interfaces['accessConfigs'] = [access_configs]
+            network_interface['accessConfigs'] = [access_configs]
 
-    netif_optional_props = ['subnetwork', 'networkIP']
-    for prop in netif_optional_props:
-        if prop in properties:
-            network_interfaces[prop] = properties[prop]
+        netif_optional_props = ['subnetwork', 'networkIP']
+        for prop in netif_optional_props:
+            if network.get(prop):
+                network_interface[prop] = network[prop]
+        network_interfaces.append(network_interface)
 
     return network_interfaces
 
@@ -86,7 +94,7 @@ def generate_config(context):
     name = properties.get('name', context.env['name'])
     machine_type = properties['machineType']
     boot_disk = create_boot_disk(properties)
-    network = get_network(properties)
+    network_interfaces = get_network_interfaces(context.properties)
     instance_template = {
         'name': name,
         'type': 'compute.v1.instanceTemplate',
@@ -96,7 +104,7 @@ def generate_config(context):
                     {
                         'machineType': machine_type,
                         'disks': [boot_disk],
-                        'networkInterfaces': [network]
+                        'networkInterfaces': network_interfaces
                     }
             }
     }
diff --git a/dm/templates/instance_template/instance_template.py.schema b/dm/templates/instance_template/instance_template.py.schema
index 1c5c62d30c5..2094b19d4dd 100644
--- a/dm/templates/instance_template/instance_template.py.schema
+++ b/dm/templates/instance_template/instance_template.py.schema
@@ -20,7 +20,69 @@ info:
 
 required:
   - diskImage
-  - network
+
+oneOf:
+  - allOf:
+    - required:
+        - networks
+    - properties:
+        networks:
+          minItems: 1
+    - not:
+        required:
+          - network
+    - not:
+        required:
+          - natIP
+    - not:
+        required:
+          - subnetwork
+    - not:
+        required:
+          - networkIP
+  - allOf:
+    - required:
+        - network
+    - not:
+       required:
+         - networks
+
+additionalProperties: false
+
+definitions:
+    hasExternalIp:
+      type: boolean
+      default: true
+      description: |
+        Defines wether the instance will use an external IP from a shared
+        ephemeral IP address pool. If this is set to false, the instance
+        will not have an external IP.
+    natIP:
+      type: string
+      description: |
+        An external IP address associated with this instance. Specify an unused
+        static external IP address available to the project or leave this field
+        undefined to use an IP from a shared ephemeral IP address pool. If you
+        specify a static external IP address, it must live in the same region
+        as the zone of the instance.
+        If hasExternalIp is false this field is ignored.
+    subnetwork:
+      type: string
+      description: |
+        The URL of the Subnetwork resource for this instance. If the network
+        resource is in legacy mode, do not provide this property. If the network
+        is in auto subnet mode, providing the subnetwork is optional. If the
+        network is in custom subnet mode, then this field should be specified.
+        If you specify this property, you can specify the subnetwork as a full
+        or partial URL. For example, the following are all valid URLs:
+          - https://www.googleapis.com/compute/v1/projects/project/regions/region/subnetworks/subnetwork
+          - regions/region/subnetworks/subnetwork
+    networkIP:
+      type: string
+      description: |
+        An IPv4 internal network address to assign to the instance for this
+        network interface. If not specified by the user, an unused internal IP
+        is assigned by the system.
 
 properties:
   name:
@@ -34,44 +96,38 @@ properties:
     description: |
       The description of the instance resource the instance template
       will create (optional).
-  network:
-    type: string
-    description: |
-      The URL or name of the network where the instance is placed;
-      e.g., 'my-custom-network' or 'global/networks/default'.
   hasExternalIp:
-    type: boolean
-    default: true
-    description: |
-      Defines wether the instance will use an external IP from a shared
-      ephemeral IP address pool. If this is set to false, the instance
-      will not have an external IP.
+    $ref: '#/definitions/hasExternalIp'
   natIP:
-    type: string
-    description: |
-      An external IP address associated with this instance. Specify an unused
-      static external IP address available to the project or leave this field
-      undefined to use an IP from a shared ephemeral IP address pool. If you
-      specify a static external IP address, it must live in the same region
-      as the zone of the instance.
-      If hasExternalIp is false this field is ignored.
+    $ref: '#/definitions/natIP'
   subnetwork:
-    type: string
-    description: |
-      The URL of the Subnetwork resource for this instance. If the network
-      resource is in legacy mode, do not provide this property. If the network
-      is in auto subnet mode, providing the subnetwork is optional. If the
-      network is in custom subnet mode, then this field should be specified.
-      If you specify this property, you can specify the subnetwork as a full
-      or partial URL. For example, the following are all valid URLs:
-        - https://www.googleapis.com/compute/v1/projects/project/regions/region/subnetworks/subnetwork
-        - regions/region/subnetworks/subnetwork
+    $ref: '#/definitions/subnetwork'
   networkIP:
-    type: string
+    $ref: '#/definitions/networkIP'
+  networks:
+    type: array
     description: |
-      An IPv4 internal network address to assign to the instance for this
-      network interface. If not specified by the user, an unused internal IP
-      is assigned by the system.
+      Networks the instance will be connected to;
+      e.g., 'my-custom-network' or 'default'.
+    items:
+      type: object
+      additionalProperties: false
+      required:
+        - name
+      properties:
+        name:
+          type: string
+          description: |
+            Name of the network the instance will be connected to;
+            e.g., 'my-custom-network' or 'default'.
+        hasExternalIp:
+          $ref: '#/definitions/hasExternalIp'
+        natIP:
+          $ref: '#/definitions/natIP'
+        subnetwork:
+          $ref: '#/definitions/subnetwork'
+        networkIP:
+          $ref: '#/definitions/networkIP'
   machineType:
     type: string
     default: n1-standard-1
diff --git a/dm/templates/instance_template/tests/integration/instance_template_networks.bats b/dm/templates/instance_template/tests/integration/instance_template_networks.bats
new file mode 100755
index 00000000000..97c3a9f210a
--- /dev/null
+++ b/dm/templates/instance_template/tests/integration/instance_template_networks.bats
@@ -0,0 +1,134 @@
+#!/usr/bin/env bats
+
+source tests/helpers.bash
+
+TEST_NAME=$(basename "${BATS_TEST_FILENAME}" | cut -d '.' -f 1)
+
+# Create a random 10-char string and save it in a file.
+RANDOM_FILE="/tmp/${CLOUD_FOUNDATION_ORGANIZATION_ID}-${TEST_NAME}.txt"
+if [[ ! -e "${RANDOM_FILE}" ]]; then
+    RAND=$(head /dev/urandom | LC_ALL=C tr -dc a-z0-9 | head -c 10)
+    echo ${RAND} > "${RANDOM_FILE}"
+fi
+
+# Set variables based on the random string saved in the file.
+# envsubst requires all variables used in the example/config to be exported.
+if [[ -e "${RANDOM_FILE}" ]]; then
+    export RAND=$(cat "${RANDOM_FILE}")
+    DEPLOYMENT_NAME="${CLOUD_FOUNDATION_PROJECT_ID}-${TEST_NAME}-${RAND}"
+    # Replace underscores in the deployment name with dashes.
+    DEPLOYMENT_NAME=${DEPLOYMENT_NAME//_/-}
+    CONFIG=".${DEPLOYMENT_NAME}.yaml"
+    export IMAGE="projects/ubuntu-os-cloud/global/images/family/ubuntu-1804-lts"
+fi
+
+########## HELPER FUNCTIONS ##########
+
+function create_config() {
+    envsubst < "templates/instance_template/tests/integration/${TEST_NAME}.yaml" > "${CONFIG}"
+}
+
+function delete_config() {
+    rm -f "${CONFIG}"
+}
+
+function setup() {
+    # Global setup; executed once per test file.
+    if [ ${BATS_TEST_NUMBER} -eq 1 ]; then
+        create_config
+    fi
+
+    # Per-test setup steps.
+}
+
+function teardown() {
+    # Global teardown; executed once per test file.
+    if [[ "$BATS_TEST_NUMBER" -eq "${#BATS_TEST_NAMES[@]}" ]]; then
+        rm -f "${RANDOM_FILE}"
+        delete_config
+    fi
+
+    # Per-test teardown steps.
+}
+
+
+@test "Creating deployment ${DEPLOYMENT_NAME} from ${CONFIG}" {
+    run gcloud deployment-manager deployments create "${DEPLOYMENT_NAME}" \
+        --config "${CONFIG}" --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+}
+
+@test "Verifying instance template disk properties" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.disks[0].initializeParams)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "diskType: pd-ssd" ]]
+    [[ "$output" =~ "sourceImage: ${IMAGE}" ]]
+    [[ "$output" =~ "diskSizeGb: '50'" ]]
+}
+
+@test "Verifying instance spec properties" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "machineType: f1-micro" ]]
+    [[ "$output" =~ "description: Instance description" ]]
+    [[ "$output" =~ "canIpForward: true" ]]
+}
+
+@test "Verifying instance template properties" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "value(name, description, properties.labels)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "Template description" ]]
+    [[ "$output" =~ "it-${RAND}" ]]
+    [[ "$output" =~ "name=wrench" ]]
+}
+
+@test "Verifying instance template network tags" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.tags)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "ftp" ]]
+    [[ "$output" =~ "https" ]]
+}
+
+@test "Verifying instance template metadata" {
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.metadata)" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "key: createdBy" ]]
+    [[ "$output" =~ "value: unitTest" ]]
+}
+
+@test "Verifying instance template first network properties" {
+    NET="https://www.googleapis.com/compute/v1/projects/${CLOUD_FOUNDATION_PROJECT_ID}/global/networks/test-network-0-${RAND}"
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.networkInterfaces[0])" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "name: External NAT" ]]
+    [[ "$output" =~ "type: ONE_TO_ONE_NAT" ]]
+    [[ "$output" =~ "network: ${NET}" ]]
+}
+
+@test "Verifying instance template second network properties" {
+    NET="https://www.googleapis.com/compute/v1/projects/${CLOUD_FOUNDATION_PROJECT_ID}/global/networks/test-network-1-${RAND}"
+    run gcloud compute instance-templates describe it-${RAND} \
+        --format "yaml(properties.networkInterfaces[1])" \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+    [[ "$output" =~ "name: External NAT" ]]
+    [[ "$output" =~ "type: ONE_TO_ONE_NAT" ]]
+    [[ "$output" =~ "network: ${NET}" ]]
+}
+
+@test "Deleting deployment" {
+    run gcloud deployment-manager deployments delete "${DEPLOYMENT_NAME}" -q \
+        --project "${CLOUD_FOUNDATION_PROJECT_ID}"
+    [[ "$status" -eq 0 ]]
+}
diff --git a/dm/templates/instance_template/tests/integration/instance_template_networks.yaml b/dm/templates/instance_template/tests/integration/instance_template_networks.yaml
new file mode 100644
index 00000000000..d753f9a84f0
--- /dev/null
+++ b/dm/templates/instance_template/tests/integration/instance_template_networks.yaml
@@ -0,0 +1,57 @@
+# Test of the Instance Template template.
+#
+# Variables:
+#   RAND: a random string used by the testing suite
+#   IMAGE: a URL to the base disk image provided by the testing suite
+
+imports:
+  - path: templates/instance_template/instance_template.py
+    name: instance_template.py
+
+resources:
+  - name: instance-template-${RAND}
+    type: instance_template.py
+    properties:
+      name: it-${RAND}
+      instanceDescription: Instance description
+      templateDescription: Template description
+      networks:
+        - name: $(ref.test-network-0-${RAND}.selfLink)
+          subnetwork: $(ref.test-subnetwork-0-${RAND}.selfLink)
+        - name: $(ref.test-network-1-${RAND}.selfLink)
+          subnetwork: $(ref.test-subnetwork-1-${RAND}.selfLink)
+      diskImage: ${IMAGE}
+      machineType: f1-micro
+      canIpForward: true
+      diskType: pd-ssd
+      diskSizeGb: 50
+      tags:
+        items:
+          - ftp
+          - https
+      metadata:
+        items:
+          - key: createdBy
+            value: unitTest
+      labels:
+        name: wrench
+  - name: test-network-0-${RAND}
+    type: compute.v1.network
+    properties:
+      autoCreateSubnetworks: false
+  - name: test-network-1-${RAND}
+    type: compute.v1.network
+    properties:
+      autoCreateSubnetworks: false
+  - name: test-subnetwork-0-${RAND}
+    type: compute.v1.subnetwork
+    properties:
+      network: $(ref.test-network-0-${RAND}.selfLink)
+      ipCidrRange: 10.0.1.0/24
+      region: us-central1
+  - name: test-subnetwork-1-${RAND}
+    type: compute.v1.subnetwork
+    properties:
+      network: $(ref.test-network-1-${RAND}.selfLink)
+      ipCidrRange: 10.0.2.0/24
+      region: us-central1