[MINOR] Update readme and fix links in docs
diff --git a/README.md b/README.md
index 7a72652..5a133ea 100644
--- a/README.md
+++ b/README.md
@@ -34,6 +34,8 @@
 
 **Python Documentation** [Python SystemDS Documentation](https://apache.github.io/systemds/api/python/index.html)
 
+**Issue Tracker** [Jira Dashboard](https://issues.apache.org/jira/secure/Dashboard.jspa?selectPageId=12335852)
+
 **Status and Build:** SystemDS is still in pre-alpha status. The original code base was forked from Apache SystemML 1.2 in 
 September 2018. We will continue to support linear algebra  programs over matrices, while replacing the underlying data model 
 and compiler, as well as substantially extending the  supported functionalities. Until the first release, you can build your own 
diff --git a/docs/_includes/header.html b/docs/_includes/header.html
index 677671b..d32fadf 100644
--- a/docs/_includes/header.html
+++ b/docs/_includes/header.html
@@ -20,10 +20,10 @@
     <div class="container">
         <div class="navbar-header">
             <div class="navbar-brand brand projectlogo">
-                <a href="http://systemml.apache.org/"><img class="logo" src=".{% if page.path contains 'site' %}/..{% endif %}/img/systemml-logo.png" alt="Apache SystemDS" title="Apache SystemDS" /></a>
+                <a href="http://systemds.apache.org/"><img class="logo" src=".{% if page.path contains 'site' %}/..{% endif %}/img/systemds-logo.png" alt="Apache SystemDS" title="Apache SystemDS" /></a>
             </div>
             <div class="navbar-brand brand projecttitle">
-                <a href="http://systemml.apache.org/">Apache SystemDS<sup id="trademark">™</sup></a><br />
+                <a href="http://systemds.apache.org/">Apache SystemDS<sup id="trademark">™</sup></a><br />
                 <span class="version">{{site.SYSTEMDS_VERSION}}</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target=".navbar-collapse">
@@ -44,12 +44,7 @@
                         <li><a href=".{% if page.path contains 'site' %}/..{% endif %}/api/python/">Python</a></li>
                     </ul>
                 </li>
-                <li class="dropdown">
-                    <a href="#" class="dropdown-toggle" data-toggle="dropdown">Issues<b class="caret"></b></a>
-                    <ul class="dropdown-menu" role="menu">
-                        <li><a href="https://issues.apache.org/jira/browse/SYSTEMML">SystemDS JIRA</a></li>
-                    </ul>
-                </li>
+                <li><a href="https://issues.apache.org/jira/secure/Dashboard.jspa?selectPageId=12335852">Issues</a></li>
                 <li><input id="s-bar" placeholder="Search Docs.." style="margin-top: 20px;"></input>
                 </li>
             </ul>
diff --git a/docs/img/systemml-logo.png b/docs/img/systemds-logo.png
similarity index 100%
rename from docs/img/systemml-logo.png
rename to docs/img/systemds-logo.png
Binary files differ