Create README.md
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..7192fc7
--- /dev/null
+++ b/README.md
@@ -0,0 +1,26 @@
+# ambari-metrics
+Apache Ambari subproject - Ambari Metrics
+
+Ambari Metrics System ("AMS") is a system for collecting, aggregating, serving and visualizing daemon and system metrics in Ambari-managed clusters.
+
+The original JIRA Epic for Ambari Metrics System can be found here: https://issues.apache.org/jira/browse/AMBARI-5707
+First official release of AMS was with Ambari 2.0.0. With metrics repro split, the aim is to be able to release the sub-project with separate cadence than Amabri.
+
+ ---------------------------------------------------------------------------------------------------------
+| Term | Definition |
+ ---------------------------------------------------------------------------------------------------------
+| Metrics Collector | The standalone server that collects metrics, aggregates metrics, serves metrics |
+| | from the Hadoop service sinks and the Metrics Monitor. |
+| Metrics Monitor | Installed on each host in the cluster to collect system-level metrics and |
+| | forward to the Metrics Collector. |
+| Metrics Hadoop Sinks | Plug-ins into the various Hadoop components sinks to send Hadoop metrics to the |
+| | Metrics Collector. |
+-----------------------------------------------------------------------------------------------------------
+
+The Metrics Collector is daemon that receives data from registered publishers (the Monitors and Sinks).
+The Collector itself is build using Hadoop technologies such as HBase Phoenix and ATS.
+The Collector can store data on the local filesystem (referred to as "embedded mode") or use an external HDFS (referred to as "distributed mode").
+It is a fully distributed collection and aggregation system starting from 2.7.0
+
+Please refer to the wiki for more detailed info: https://cwiki.apache.org/confluence/display/AMBARI/Metrics
+