diff --git a/spark/2.3.1-yarn/Dockerfile b/spark/2.3.1-yarn/Dockerfile
new file mode 100644
index 0000000..70e3170
--- /dev/null
+++ b/spark/2.3.1-yarn/Dockerfile
@@ -0,0 +1,34 @@
+FROM alpine:3.8
+
+MAINTAINER Newnius <newnius.cn@gmail.com>
+
+USER root
+
+# Prerequisites
+RUN apk add --no-cache openssh openssl openjdk8-jre rsync bash procps coreutils
+
+ENV JAVA_HOME /usr/lib/jvm/java-1.8-openjdk
+
+ENV PATH $PATH:$JAVA_HOME/bin
+
+ENV SPARK_VER 2.3.1
+
+RUN wget https://archive.apache.org/dist/spark/spark-$SPARK_VER/spark-$SPARK_VER-bin-hadoop2.7.tgz && \
+	tar -xvf spark-$SPARK_VER-bin-hadoop2.7.tgz -C /usr/local && \
+	rm spark-$SPARK_VER-bin-hadoop2.7.tgz
+
+RUN ln -s /usr/local/spark-$SPARK_VER-bin-hadoop2.7 /usr/local/spark
+
+ENV SPARK_HOME /usr/local/spark
+
+ADD config/* /usr/local/hadoop/etc/hadoop/
+
+ENV HADOOP_CONF_DIR /usr/local/hadoop/etc/hadoop
+
+ENV PATH $PATH:$SPARK_HOME/bin
+
+ADD bootstrap.sh /etc/bootstrap.sh
+
+WORKDIR /usr/local/spark
+
+CMD ["/etc/bootstrap.sh"]
diff --git a/spark/2.3.1-yarn/README.md b/spark/2.3.1-yarn/README.md
new file mode 100644
index 0000000..21c6037
--- /dev/null
+++ b/spark/2.3.1-yarn/README.md
@@ -0,0 +1,45 @@
+# Deploy Spark On Yarn
+
+## Client
+
+```bash
+docker service create \
+	--name spark-client \
+	--hostname spark-client \
+	--network swarm-net \
+	--replicas 1 \
+	--detach true \
+	newnius/spark:2.3.1-yarn
+```
+
+## Validate installation
+
+#### spark-submit PI
+
+```bash
+spark-submit \
+	--master yarn \
+	--deploy-mode cluster \
+	--class org.apache.spark.examples.JavaSparkPi \
+	./examples/jars/spark-examples*.jar 100
+```
+
+#### spark-shell HDFS wordcount
+
+Enter `spark-shell --master yarn` to enter shell.
+
+```shell
+val lines = sc.textFile("hdfs://hadoop-master:8020/user/root/input")
+
+val words = lines.flatMap(_.split("\\s+"))
+
+val wc = words.map(word => (word, 1)).reduceByKey(_ + _)
+
+wc.collect()
+
+val cnt = words.map(word => 1).reduce(_ + _)
+```
+
+## Browse the web UI
+
+In Spark On Yarn mode, the spark jobs will occur in the Yarn web UI.
diff --git a/spark/2.3.1-yarn/bootstrap.sh b/spark/2.3.1-yarn/bootstrap.sh
new file mode 100755
index 0000000..c89698c
--- /dev/null
+++ b/spark/2.3.1-yarn/bootstrap.sh
@@ -0,0 +1,10 @@
+#! /bin/bash
+
+## replace config
+: ${EXTRA_CONF_DIR:=/config/hadoop}
+
+if [ -d "$EXTRA_CONF_DIR" ]; then
+	cp $EXTRA_CONF_DIR/* /usr/local/hadoop/etc/hadoop/
+fi
+
+while true; do sleep 1000; done
diff --git a/spark/2.3.1-yarn/config/core-site.xml b/spark/2.3.1-yarn/config/core-site.xml
new file mode 100644
index 0000000..7bd76e9
--- /dev/null
+++ b/spark/2.3.1-yarn/config/core-site.xml
@@ -0,0 +1,28 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+  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. See accompanying LICENSE file.
+-->
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+	<property>		 
+		<name>fs.defaultFS</name>
+		<value>hdfs://hadoop-master:8020</value>
+	</property>
+	<property>
+		<name>fs.default.name</name>
+		<value>hdfs://hadoop-master:8020</value>
+	</property>
+</configuration>
diff --git a/spark/2.3.1-yarn/config/hdfs-site.xml b/spark/2.3.1-yarn/config/hdfs-site.xml
new file mode 100644
index 0000000..ba3613a
--- /dev/null
+++ b/spark/2.3.1-yarn/config/hdfs-site.xml
@@ -0,0 +1,40 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+  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. See accompanying LICENSE file.
+-->
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+	<property>
+		<name>dfs.permissions</name>
+		<value>false</value>
+	</property>
+	<property>
+		<name>dfs.namenode.secondary.http-address</name>
+		<value>hadoop-slave1:50090</value>
+	</property>
+	<property>
+		<name>dfs.namenode.http-address</name>
+		<value>hadoop-master:50070</value>
+	</property>
+	<property>
+		<name>dfs.datanode.max.transfer.threads</name>
+		<value>8192</value>
+	</property>
+	<property>
+		<name>dfs.replication</name>
+		<value>3</value>
+	</property>
+</configuration>
diff --git a/spark/2.3.1-yarn/config/mapred-site.xml b/spark/2.3.1-yarn/config/mapred-site.xml
new file mode 100644
index 0000000..00fc7b8
--- /dev/null
+++ b/spark/2.3.1-yarn/config/mapred-site.xml
@@ -0,0 +1,32 @@
+<?xml version="1.0"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+  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. See accompanying LICENSE file.
+-->
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+	<property>
+		<name>mapreduce.framework.name</name>
+		<value>yarn</value>
+	</property>
+	<property>
+		<name>mapreduce.jobhistory.address</name>
+		<value>hadoop-master:10020</value>
+	</property>
+	<property>
+		<name>mapreduce.jobhistory.webapp.address</name>
+		<value>hadoop-master:19888</value>
+	</property>
+</configuration>
diff --git a/spark/2.3.1-yarn/config/slaves b/spark/2.3.1-yarn/config/slaves
new file mode 100644
index 0000000..3bb91be
--- /dev/null
+++ b/spark/2.3.1-yarn/config/slaves
@@ -0,0 +1,3 @@
+hadoop-slave1
+hadoop-slave2
+hadoop-slave3
diff --git a/spark/2.3.1-yarn/config/yarn-site.xml b/spark/2.3.1-yarn/config/yarn-site.xml
new file mode 100644
index 0000000..c3fec7b
--- /dev/null
+++ b/spark/2.3.1-yarn/config/yarn-site.xml
@@ -0,0 +1,49 @@
+<?xml version="1.0"?>
+<!--
+  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. See accompanying LICENSE file.
+-->
+<!-- Site specific YARN configuration properties -->
+<configuration>
+	<property>
+		<name>yarn.application.classpath</name>
+		<value>/usr/local/hadoop/etc/hadoop, /usr/local/hadoop/share/hadoop/common/*, /usr/local/hadoop/share/hadoop/common/lib/*, /usr/local/hadoop/share/hadoop/hdfs/*, /usr/local/hadoop/share/hadoop/hdfs/lib/*, /usr/local/hadoop/share/hadoop/mapreduce/*, /usr/local/hadoop/share/hadoop/mapreduce/lib/*, /usr/local/hadoop/share/hadoop/yarn/*, /usr/local/hadoop/share/hadoop/yarn/lib/*</value>
+	</property>
+	<property>
+		<name>yarn.resourcemanager.hostname</name>
+		<value>hadoop-master</value>
+	</property>
+	<property>
+		<name>yarn.nodemanager.aux-services</name>
+		<value>mapreduce_shuffle</value>
+	</property>
+	<property>
+		<name>yarn.log-aggregation-enable</name>
+		<value>true</value>
+	</property>
+	<property>
+		<name>yarn.log-aggregation.retain-seconds</name>
+		<value>604800</value>
+	</property>
+	<property>
+		<name>yarn.nodemanager.resource.memory-mb</name>
+		<value>2048</value>
+	</property>
+	<property>
+		<name>yarn.nodemanager.resource.cpu-vcores</name>
+		<value>2</value>
+	</property>
+	<property>
+		<name>yarn.scheduler.minimum-allocation-mb</name>
+		<value>1024</value>
+	</property>	
+</configuration>