[DOCS] Add 3.2.0 release notes
diff --git a/content/community.html b/content/community.html
index 15207d0..6a8cc4f 100644
--- a/content/community.html
+++ b/content/community.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/datasets.html b/content/datasets.html
index 97d0702..744cb04 100644
--- a/content/datasets.html
+++ b/content/datasets.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/datasets/adult.html b/content/datasets/adult.html
index 320d146..4b2ed32 100644
--- a/content/datasets/adult.html
+++ b/content/datasets/adult.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/datasets/clickbait.html b/content/datasets/clickbait.html
index 457ebf4..c07c81f 100644
--- a/content/datasets/clickbait.html
+++ b/content/datasets/clickbait.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/datasets/mnist.html b/content/datasets/mnist.html
index 17a6969..402821f 100644
--- a/content/datasets/mnist.html
+++ b/content/datasets/mnist.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/documentation.html b/content/documentation.html
index 975e5c6..bb67ff8 100644
--- a/content/documentation.html
+++ b/content/documentation.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
@@ -161,12 +161,13 @@
       <p>Documentation such as programming guides, reference guides, and API docs is available for SystemDS below:</p>
       <a class="button button-primary" href="https://apache.github.io/systemds/">Latest</a>
       <p></p>
-      <a class="button button-primary" href="docs/3.1.0/index">3.1.0</a>
-      <a class="button button-primary" href="release-notes/systemds-release-notes-3.1.0">ReleaseNotes</a>
+      <a class="button button-primary" href="docs/3.2.0/index">3.2.0</a>
+      <a class="button button-primary" href="release-notes/systemds-release-notes-3.2.0">ReleaseNotes</a>
     </div>
     <div class="col col-4">
       <p>each released version of SystemML/DS:</p>
       <ul>
+        <li><a href="docs/3.1.0/index">3.1.0</a>, <a href="release-notes/systemds-release-notes-3.1.0">ReleaseNotes</a></li>
         <li><a href="docs/3.0.0/index">3.0.0</a>, <a href="release-notes/systemds-release-notes-3.0.0">ReleaseNotes</a></li>
         <li><a href="docs/2.2.2/index">2.2.2</a>, <a href="release-notes/systemds-release-notes-2.2.2">ReleaseNotes</a></li>
         <li><a href="docs/2.1.0/index">2.1.0</a>, <a href="release-notes/systemds-release-notes-2.1.0">ReleaseNotes</a></li>
diff --git a/content/download.html b/content/download.html
index cdc2a55..e54849b 100644
--- a/content/download.html
+++ b/content/download.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
@@ -164,7 +164,7 @@
         <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache License, version 2.0</a>. </p>
     </div>
     <div class="col col-12 content-group">
-      <h2>Download SystemDS 3.1.0 for Apache Spark 3.x and above</h2>
+      <h2>Download SystemDS 3.2.0 for Apache Spark 3.x and above</h2>
     </div>
 
     <div class="col col-12 content-group row">
@@ -177,67 +177,67 @@
           </tr>
           <tr>
             <td><a
-                href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-bin.tgz"
-                target="_blank"> systemds-3.1.0 (Binary
+                href="https://www.apache.org/dyn/closer.lua/systemds/3.2.0/systemds-3.2.0-bin.tgz"
+                target="_blank"> systemds-3.2.0 (Binary
                 tgz)</a></td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.tgz.sha512">SHA512</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.tgz.sha512">SHA512</a>
             </td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.tgz.asc">ASC</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.tgz.asc">ASC</a>
             </td>
           </tr>
           <tr>
             <td><a
-                href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-bin.zip"
-                target="_blank">systemds-3.1.0 (Binary
+                href="https://www.apache.org/dyn/closer.lua/systemds/3.2.0/systemds-3.2.0-bin.zip"
+                target="_blank">systemds-3.2.0 (Binary
                 zip)</a></td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.zip.sha512">SHA512</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.zip.sha512">SHA512</a>
             </td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.zip.asc">ASC</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.zip.asc">ASC</a>
             </td>
           </tr>
           <tr>
             <td><a
-                href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-src.tgz"
-                target="_blank">systemds-3.1.0 (Source
+                href="https://www.apache.org/dyn/closer.lua/systemds/3.2.0/systemds-3.2.0-src.tgz"
+                target="_blank">systemds-3.2.0 (Source
                 tgz)</a></td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.tgz.sha512">SHA512</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.tgz.sha512">SHA512</a>
             </td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.tgz.asc">ASC</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.tgz.asc">ASC</a>
             </td>
           </tr>
           <tr>
             <td><a
-                href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-src.zip"
-                target="_blank">systemds-3.1.0 (Source
+                href="https://www.apache.org/dyn/closer.lua/systemds/3.2.0/systemds-3.2.0-src.zip"
+                target="_blank">systemds-3.2.0 (Source
                 zip)</a></td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.zip.sha512">SHA512</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.zip.sha512">SHA512</a>
             </td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.zip.asc">ASC</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.zip.asc">ASC</a>
             </td>
           </tr>
           <!-- <tr>
             <td><a
-                href="http://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-python.tgz"
-                target="_blank">systemds-3.1.0 (Python
+                href="http://www.apache.org/dyn/closer.lua/systemds/3.2.0/systemds-3.2.0-python.tgz"
+                target="_blank">systemds-3.2.0 (Python
                 package .tgz)</a></td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-python.tgz.sha512">SHA512</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-python.tgz.sha512">SHA512</a>
             </td>
             <td><a
-                href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-python.tgz.asc">ASC</a>
+                href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-python.tgz.asc">ASC</a>
             </td>
           </tr> -->
 
           <tr>
-            <td><a href="release-notes/systemds-release-notes-3.1.0.html">Release
+            <td><a href="release-notes/systemds-release-notes-3.2.0.html">Release
                 Notes</a></td>
             <td></td>
             <td></td>
@@ -265,7 +265,7 @@
         <pre>&lt;dependency&gt;
   &lt;groupId&gt;org.apache.systemds&lt;/groupId&gt;
   &lt;artifactId&gt;systemds&lt;/artifactId&gt;
-  &lt;version&gt;3.1.0&lt;/version&gt;
+  &lt;version&gt;3.2.0&lt;/version&gt;
 &lt;/dependency&gt;</pre>
 
         <h3>Previous Releases</h3>
diff --git a/content/get-started.html b/content/get-started.html
index c5317a2..5afb599 100644
--- a/content/get-started.html
+++ b/content/get-started.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/index.html b/content/index.html
index 4477b61..6a07c9e 100644
--- a/content/index.html
+++ b/content/index.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/privacy-policy.html b/content/privacy-policy.html
index ef78cfa..f5a9e30 100644
--- a/content/privacy-policy.html
+++ b/content/privacy-policy.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-2.0.0.html b/content/release-notes/systemds-release-notes-2.0.0.html
index bf9d098..739b80d 100644
--- a/content/release-notes/systemds-release-notes-2.0.0.html
+++ b/content/release-notes/systemds-release-notes-2.0.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-2.1.0.html b/content/release-notes/systemds-release-notes-2.1.0.html
index 6208755..07cb34f 100644
--- a/content/release-notes/systemds-release-notes-2.1.0.html
+++ b/content/release-notes/systemds-release-notes-2.1.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-2.2.0.html b/content/release-notes/systemds-release-notes-2.2.0.html
index 3ed65ec..82325a8 100644
--- a/content/release-notes/systemds-release-notes-2.2.0.html
+++ b/content/release-notes/systemds-release-notes-2.2.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-2.2.x.html b/content/release-notes/systemds-release-notes-2.2.x.html
index 7931ce6..3058419 100644
--- a/content/release-notes/systemds-release-notes-2.2.x.html
+++ b/content/release-notes/systemds-release-notes-2.2.x.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-3.0.0.html b/content/release-notes/systemds-release-notes-3.0.0.html
index 52dbaf0..4e7814a 100644
--- a/content/release-notes/systemds-release-notes-3.0.0.html
+++ b/content/release-notes/systemds-release-notes-3.0.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-3.1.0.html b/content/release-notes/systemds-release-notes-3.1.0.html
index 00af4e3..bdc813c 100644
--- a/content/release-notes/systemds-release-notes-3.1.0.html
+++ b/content/release-notes/systemds-release-notes-3.1.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-3.2.0.html b/content/release-notes/systemds-release-notes-3.2.0.html
new file mode 100644
index 0000000..5cb2e59
--- /dev/null
+++ b/content/release-notes/systemds-release-notes-3.2.0.html
@@ -0,0 +1,247 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+  <!--
+
+-->
+
+<head>
+  <meta charset="utf-8">
+  <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
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+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
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+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
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+    <div class="col col-12 content-group content-group--center-content content-group--center-align">
+      <h1>Apache SystemDS<sup id="trademark">&trade;</sup> 3.2.0 Release Notes</h1>
+    </div>
+  </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+  <div class="ml-container">
+    <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+      <h2 id="release-notes-for-systemds-320">Release notes for SystemDS 3.2.0</h2>
+
+      <p>SystemDS 3.2 is a minor release. Release 3.2 contains new features and major improvements to existing features.</p>
+
+      <h3 id="new-features">New Features</h3>
+
+      <ul>
+        <li>Reuse, recycling, and memory management of GPU</li>
+        <li>New operator placement strategy to maximize parallelism across backends (CPU, Spark, GPU)</li>
+        <li>Improved compiler integration of multi-backend reuse: delayed caching, eviction placement, checkpoint placement, and asynchronous operators</li>
+        <li>Frame compression and lossy compression with binning</li>
+        <li>Improved compression support for transform encode</li>
+        <li>Ultra sparse matrix multiplication optimization</li>
+        <li>Improved parallel writing to the local file system</li>
+        <li>Extended sparsity propagation in federated backend</li>
+        <li>Deduplicated matrix block for word embedding</li>
+        <li>Double compressed sparse row block</li>
+        <li>Time-series Alignment library (Python API)</li>
+      </ul>
+
+      <h3 id="new-builtins">New Builtins</h3>
+
+      <ul>
+        <li>Linearized image transformations</li>
+        <li>Anomaly detection via IsolationForest</li>
+        <li>Better support for DNN models</li>
+        <li>Performance improvement of many existing builtins</li>
+      </ul>
+
+      <h3 id="other-optimizations">Other Optimizations</h3>
+
+      <ul>
+        <li>Various new compiler rewrites</li>
+        <li>Extended constant folding</li>
+        <li>Improved handling of ultra-sparse matrices</li>
+        <li>Rewrites for GPU operators</li>
+        <li>Robustness for decision tree and random forest</li>
+        <li>Improved performance of transform encode/apply</li>
+        <li>Various bug fixes in memory estimates, Spark checkpointing, frame operations, IO, and other areas</li>
+      </ul>
+
+      <h3 id="software-build">Software Build</h3>
+
+      <ul>
+        <li>Upgrade spark 3.5 and corresponding dependencies and fix imports</li>
+        <li>Slf4j and log4j update to the latest version</li>
+        <li>GitHub actions improvements for Windows, upgrade the actions dependencies to the latest. Fix all the flagged dependencies</li>
+        <li>Fix GitHub actions failure related to federated tests</li>
+        <li>Code coverage and actions artifact lifecycle</li>
+      </ul>
+
+      <h3 id="documentation">Documentation</h3>
+
+      <ul>
+        <li>Fix federated tutorial commands.</li>
+        <li>Builtin functions, Random Forest and decision tree algorithms</li>
+      </ul>
+    </div></div></section>
+
+</div>
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diff --git a/content/release-notes/systemml-release-notes-0.10.0-incubating.html b/content/release-notes/systemml-release-notes-0.10.0-incubating.html
index cfd08b8..1acff78 100644
--- a/content/release-notes/systemml-release-notes-0.10.0-incubating.html
+++ b/content/release-notes/systemml-release-notes-0.10.0-incubating.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-0.11.0-incubating.html b/content/release-notes/systemml-release-notes-0.11.0-incubating.html
index 8ab6cfb..e381fdd 100644
--- a/content/release-notes/systemml-release-notes-0.11.0-incubating.html
+++ b/content/release-notes/systemml-release-notes-0.11.0-incubating.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-0.12.0-incubating.html b/content/release-notes/systemml-release-notes-0.12.0-incubating.html
index 38c8e11..67679a0 100644
--- a/content/release-notes/systemml-release-notes-0.12.0-incubating.html
+++ b/content/release-notes/systemml-release-notes-0.12.0-incubating.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-0.13.0-incubating.html b/content/release-notes/systemml-release-notes-0.13.0-incubating.html
index 32ad2d9..880ff2e 100644
--- a/content/release-notes/systemml-release-notes-0.13.0-incubating.html
+++ b/content/release-notes/systemml-release-notes-0.13.0-incubating.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-0.14.0-incubating.html b/content/release-notes/systemml-release-notes-0.14.0-incubating.html
index 8e5cfba..8f8c1b0 100644
--- a/content/release-notes/systemml-release-notes-0.14.0-incubating.html
+++ b/content/release-notes/systemml-release-notes-0.14.0-incubating.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-0.15.0.html b/content/release-notes/systemml-release-notes-0.15.0.html
index 90338ad..1699a9a 100644
--- a/content/release-notes/systemml-release-notes-0.15.0.html
+++ b/content/release-notes/systemml-release-notes-0.15.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-0.9.0-incubating.html b/content/release-notes/systemml-release-notes-0.9.0-incubating.html
index b3a3f4b..483e80a 100644
--- a/content/release-notes/systemml-release-notes-0.9.0-incubating.html
+++ b/content/release-notes/systemml-release-notes-0.9.0-incubating.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-1.0.0.html b/content/release-notes/systemml-release-notes-1.0.0.html
index 95269e8..9e62c3c 100644
--- a/content/release-notes/systemml-release-notes-1.0.0.html
+++ b/content/release-notes/systemml-release-notes-1.0.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-1.1.0.html b/content/release-notes/systemml-release-notes-1.1.0.html
index 42f014b..0ece139 100644
--- a/content/release-notes/systemml-release-notes-1.1.0.html
+++ b/content/release-notes/systemml-release-notes-1.1.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemml-release-notes-1.2.0.html b/content/release-notes/systemml-release-notes-1.2.0.html
index 51439c1..10c9947 100644
--- a/content/release-notes/systemml-release-notes-1.2.0.html
+++ b/content/release-notes/systemml-release-notes-1.2.0.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/roadmap.html b/content/roadmap.html
index 40e8dbc..4c7d01d 100644
--- a/content/roadmap.html
+++ b/content/roadmap.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>
         
diff --git a/content/security.html b/content/security.html
index 72bccbb..bd3c8a3 100644
--- a/content/security.html
+++ b/content/security.html
@@ -75,10 +75,10 @@
           <li><a href="https://apache.github.io/systemds/" target="_blank">latest</a></li>
           
           
-          <li><a href="https://systemds.apache.org/docs/3.1.0/" target="_blank">3.1.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.2.0/" target="_blank">3.2.0 (stable)</a></li>
           
           
-          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.1.0" target="_blank">Release Notes 3.1.0</a></li>
+          <li><a href="https://systemds.apache.org/release-notes/systemds-release-notes-3.2.0" target="_blank">Release Notes 3.2.0</a></li>
           
         </ul>