diff --git a/test/integration/dnet/helpers.bash b/test/integration/dnet/helpers.bash
index 0948710..121d74b 100644
--- a/test/integration/dnet/helpers.bash
+++ b/test/integration/dnet/helpers.bash
@@ -123,7 +123,27 @@ function start_dnet() {
 
     mkdir -p /tmp/dnet/${name}
     tomlfile="/tmp/dnet/${name}/libnetwork.toml"
-    cat > ${tomlfile} <<EOF
+    echo suffix $suffix
+    if [ "$suffix" = "zookeeper" ]; then
+        echo suffix equal zookeeper
+        cat > ${tomlfile} <<EOF
+title = "LibNetwork Configuration file for ${name}"
+
+[daemon]
+  debug = false
+  labels = [${labels}]
+[cluster]
+  discovery = "zk://${bridge_ip}:2182"
+  Heartbeat = 10
+[scopes]
+  [scopes.global]
+    [scopes.global.client]
+      provider = "zk"
+      address = "${bridge_ip}:2182"
+EOF
+    else
+    echo suffix equal consul
+        cat > ${tomlfile} <<EOF
 title = "LibNetwork Configuration file for ${name}"
 
 [daemon]
@@ -139,6 +159,7 @@ title = "LibNetwork Configuration file for ${name}"
       provider = "consul"
       address = "${bridge_ip}:8500"
 EOF
+    fi
     docker run \
 	   -d \
 	   --name=${name}  \
@@ -194,3 +215,59 @@ function runc() {
     dnet_exec ${dnet} "ip netns exec c unshare -fmuip --mount-proc chroot \"/scratch/rootfs\" /bin/sh -c \"/bin/mount -t proc proc /proc && ${2}\""
     dnet_exec ${dnet} "umount /var/run/netns/c && rm /var/run/netns/c"
 }
+
+function start_zookeeper() {
+    stop_zookeeper
+    docker run -d \
+	   --name=zookeeper_server \
+	   -p 2182:2181 \
+	   -h zookeeper \
+	   dnephin/docker-zookeeper:3.4.6
+    sleep 2
+}
+
+function stop_zookeeper() {
+    echo "zookeeper started"
+    docker stop zookeeper_server || true
+    # You cannot destroy a container in Circle CI. So do not attempt destroy in circleci
+    if [ -z "$CIRCLECI" ]; then
+	docker rm -f zookeeper_server || true
+    fi
+}
+
+function test_overlay() {
+    dnet_suffix=$1
+    shift
+
+    echo $(docker ps)
+
+    start=1
+    end=3
+    # Setup overlay network and connect containers ot it
+    dnet_cmd $(inst_id2port 1) network create -d overlay multihost
+    for i in `seq ${start} ${end}`;
+    do
+	dnet_cmd $(inst_id2port $i) container create container_${i}
+	net_connect ${i} container_${i} multihost
+    done
+
+    # Now test connectivity between all the containers using service names
+    for i in `seq ${start} ${end}`;
+    do
+	for j in `seq ${start} ${end}`;
+	do
+	    if [ "$i" -eq "$j" ]; then
+		continue
+	    fi
+	    runc $(dnet_container_name $i $dnet_suffix) $(get_sbox_id ${i} container_${i}) \
+		 "ping -c 1 container_$j"
+	done
+    done
+
+    # Teardown the container connections and the network
+    for i in `seq ${start} ${end}`;
+    do
+	net_disconnect ${i} container_${i} multihost
+	dnet_cmd $(inst_id2port $i) container rm container_${i}
+    done
+}
\ No newline at end of file
diff --git a/test/integration/dnet/overlay-consul.bats b/test/integration/dnet/overlay-consul.bats
new file mode 100644
index 0000000..4c2f556
--- /dev/null
+++ b/test/integration/dnet/overlay-consul.bats
@@ -0,0 +1,11 @@
+# -*- mode: sh -*-
+#!/usr/bin/env bats
+
+load helpers
+
+@test "Test overlay network with consul" {
+    skip_for_circleci
+    run test_overlay consul
+    [ "$status" -eq 0 ]
+    run dnet_cmd $(inst_id2port 2) network rm multihost
+}
diff --git a/test/integration/dnet/overlay-zookeeper.bats b/test/integration/dnet/overlay-zookeeper.bats
new file mode 100644
index 0000000..3a3282d
--- /dev/null
+++ b/test/integration/dnet/overlay-zookeeper.bats
@@ -0,0 +1,12 @@
+# -*- mode: sh -*-
+#!/usr/bin/env bats
+
+load helpers
+
+@test "Test overlay network with zookeeper" {
+    skip_for_circleci
+    run test_overlay zookeeper
+    [ "$status" -eq 0 ]
+    run dnet_cmd $(inst_id2port 2) network rm multihost
+}
+
diff --git a/test/integration/dnet/overlay.bats b/test/integration/dnet/overlay.bats
deleted file mode 100644
index 16777d4..0000000
--- a/test/integration/dnet/overlay.bats
+++ /dev/null
@@ -1,42 +0,0 @@
-# -*- mode: sh -*-
-#!/usr/bin/env bats
-
-load helpers
-
-@test "Test overlay network" {
-    skip_for_circleci
-
-    echo $(docker ps)
-
-    start=1
-    end=3
-    # Setup overlay network and connect containers ot it
-    dnet_cmd $(inst_id2port 1) network create -d overlay multihost
-    for i in `seq ${start} ${end}`;
-    do
-	dnet_cmd $(inst_id2port $i) container create container_${i}
-	net_connect ${i} container_${i} multihost
-    done
-
-    # Now test connectivity between all the containers using service names
-    for i in `seq ${start} ${end}`;
-    do
-	for j in `seq ${start} ${end}`;
-	do
-	    if [ "$i" -eq "$j" ]; then
-		continue
-	    fi
-	    runc $(dnet_container_name $i overlay) $(get_sbox_id ${i} container_${i}) \
-		 "ping -c 1 container_$j"
-	done
-    done
-
-    # Teardown the container connections and the network
-    for i in `seq ${start} ${end}`;
-    do
-	net_disconnect ${i} container_${i} multihost
-	dnet_cmd $(inst_id2port $i) container rm container_${i}
-    done
-
-    run dnet_cmd $(inst_id2port 2) network rm multihost
-}
diff --git a/test/integration/dnet/run-integration-tests.sh b/test/integration/dnet/run-integration-tests.sh
index d02a4a9..2640c45 100755
--- a/test/integration/dnet/run-integration-tests.sh
+++ b/test/integration/dnet/run-integration-tests.sh
@@ -90,24 +90,48 @@ cmap[dnet-1-bridge]=dnet-1-bridge
 stop_dnet 1 bridge 1>>${INTEGRATION_ROOT}/test.log 2>&1
 unset cmap[dnet-1-bridge]
 
+## Test overlay network with consul
 ## Setup
-start_dnet 1 overlay 1>>${INTEGRATION_ROOT}/test.log 2>&1
-cmap[dnet-1-overlay]=dnet-1-overlay
-start_dnet 2 overlay 1>>${INTEGRATION_ROOT}/test.log 2>&1
-cmap[dnet-2-overlay]=dnet-2-overlay
-start_dnet 3 overlay 1>>${INTEGRATION_ROOT}/test.log 2>&1
-cmap[dnet-3-overlay]=dnet-3-overlay
+start_dnet 1 consul 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[dnet-1-consul]=dnet-1-consul
+start_dnet 2 consul 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[dnet-2-consul]=dnet-2-consul
+start_dnet 3 consul 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[dnet-3-consul]=dnet-3-consul
 
 ## Run the test cases
-./integration-tmp/bin/bats ./test/integration/dnet/overlay.bats
+./integration-tmp/bin/bats ./test/integration/dnet/overlay-consul.bats
 
 ## Teardown
-stop_dnet 1 overlay 1>>${INTEGRATION_ROOT}/test.log 2>&1
-unset cmap[dnet-1-overlay]
-stop_dnet 2 overlay 1>>${INTEGRATION_ROOT}/test.log 2>&1
-unset cmap[dnet-2-overlay]
-stop_dnet 3 overlay 1>>${INTEGRATION_ROOT}/test.log 2>&1
-unset cmap[dnet-3-overlay]
+stop_dnet 1 consul 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[dnet-1-consul]
+stop_dnet 2 consul 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[dnet-2-consul]
+stop_dnet 3 consul 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[dnet-3-consul]
+
+## Test overlay network with zookeeper
+start_zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[zookeeper_server]=zookeeper_server
+
+start_dnet 1 zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[dnet-1-zookeeper]=dnet-1-zookeeper
+start_dnet 2 zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[dnet-2-zookeeper]=dnet-2-zookeeper
+start_dnet 3 zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+cmap[dnet-3-zookeeper]=dnet-3-zookeeper
+
+./integration-tmp/bin/bats ./test/integration/dnet/overlay-zookeeper.bats
+
+stop_dnet 1 zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[dnet-1-zookeeper]
+stop_dnet 2 zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[dnet-2-zookeeper]
+stop_dnet 3 zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[dnet-3-zookeeper]
+
+stop_zookeeper 1>>${INTEGRATION_ROOT}/test.log 2>&1
+unset cmap[zookeeper_server]
 
 # Suite teardowm
 stop_consul 1>>${INTEGRATION_ROOT}/test.log 2>&1