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janardhan pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/systemds-website.git


The following commit(s) were added to refs/heads/asf-site by this push:
     new fa3ce121 add release notes, update docs
fa3ce121 is described below

commit fa3ce121323b9b9069b11c9c9bb896e230c0f7a1
Author: Janardhan Pulivarthi <j...@protonmail.com>
AuthorDate: Tue Apr 22 16:07:05 2025 +0000

    add release notes, update docs
---
 content/community.html                             |   4 +-
 content/datasets.html                              |   4 +-
 content/datasets/adult.html                        |   4 +-
 content/datasets/clickbait.html                    |   4 +-
 content/datasets/mnist.html                        |   4 +-
 content/docs/3.3.0/index.html                      |   4 +-
 .../docs/3.3.0/site/algorithms-bibliography.html   |   4 +-
 .../docs/3.3.0/site/algorithms-classification.html |   4 +-
 content/docs/3.3.0/site/algorithms-clustering.html |   4 +-
 .../site/algorithms-descriptive-statistics.html    |   4 +-
 .../site/algorithms-factorization-machines.html    |   4 +-
 .../site/algorithms-matrix-factorization.html      |   4 +-
 content/docs/3.3.0/site/algorithms-reference.html  |   4 +-
 content/docs/3.3.0/site/algorithms-regression.html |   4 +-
 .../3.3.0/site/algorithms-survival-analysis.html   |   4 +-
 content/docs/3.3.0/site/builtins-reference.html    |   4 +-
 .../docs/3.3.0/site/dml-language-reference.html    |   4 +-
 content/docs/3.3.0/site/dml-vs-r-guide.html        |   4 +-
 content/docs/3.3.0/site/docker.html                |   4 +-
 content/docs/3.3.0/site/entity-resolution.html     |   4 +-
 content/docs/3.3.0/site/federated-monitoring.html  |   4 +-
 content/docs/3.3.0/site/gpu.html                   |   4 +-
 content/docs/3.3.0/site/install.html               |   4 +-
 content/docs/3.3.0/site/native-backend.html        |   4 +-
 content/docs/3.3.0/site/release-process.html       |   4 +-
 content/docs/3.3.0/site/run.html                   |   4 +-
 .../3.3.0/site/windows-source-installation.html    |   4 +-
 content/documentation.html                         |   9 +-
 content/download.html                              |  50 ++--
 content/get-started.html                           |   4 +-
 content/index.html                                 |   4 +-
 content/privacy-policy.html                        |   4 +-
 .../systemds-release-notes-2.0.0.html              |   4 +-
 .../systemds-release-notes-2.1.0.html              |   4 +-
 .../systemds-release-notes-2.2.0.html              |   4 +-
 .../systemds-release-notes-2.2.x.html              |   4 +-
 .../systemds-release-notes-3.0.0.html              |   4 +-
 .../systemds-release-notes-3.1.0.html              |   4 +-
 .../systemds-release-notes-3.2.0.html              |   4 +-
 .../systemds-release-notes-3.3.0.html              | 297 +++++++++++++++++++++
 .../systemml-release-notes-0.10.0-incubating.html  |   4 +-
 .../systemml-release-notes-0.11.0-incubating.html  |   4 +-
 .../systemml-release-notes-0.12.0-incubating.html  |   4 +-
 .../systemml-release-notes-0.13.0-incubating.html  |   4 +-
 .../systemml-release-notes-0.14.0-incubating.html  |   4 +-
 .../systemml-release-notes-0.15.0.html             |   4 +-
 .../systemml-release-notes-0.9.0-incubating.html   |   4 +-
 .../systemml-release-notes-1.0.0.html              |   4 +-
 .../systemml-release-notes-1.1.0.html              |   4 +-
 .../systemml-release-notes-1.2.0.html              |   4 +-
 content/roadmap.html                               |   4 +-
 content/security.html                              |   4 +-
 52 files changed, 425 insertions(+), 127 deletions(-)

diff --git a/content/community.html b/content/community.html
index c0b0005d..7917c204 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/datasets.html b/content/datasets.html
index 744cb046..50684488 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/datasets/adult.html b/content/datasets/adult.html
index 4b2ed323..0cf97d24 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/datasets/clickbait.html b/content/datasets/clickbait.html
index c07c81fc..bc51c795 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/datasets/mnist.html b/content/datasets/mnist.html
index 402821fd..aed6d370 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/docs/3.3.0/index.html b/content/docs/3.3.0/index.html
index 4a3ee3a7..86399323 100644
--- a/content/docs/3.3.0/index.html
+++ b/content/docs/3.3.0/index.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>SystemDS Documentation - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>SystemDS Documentation - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-bibliography.html 
b/content/docs/3.3.0/site/algorithms-bibliography.html
index 7e94eeb4..4c76e930 100644
--- a/content/docs/3.3.0/site/algorithms-bibliography.html
+++ b/content/docs/3.3.0/site/algorithms-bibliography.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Bibliography - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Bibliography - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-classification.html 
b/content/docs/3.3.0/site/algorithms-classification.html
index d3f32fab..18f24067 100644
--- a/content/docs/3.3.0/site/algorithms-classification.html
+++ b/content/docs/3.3.0/site/algorithms-classification.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Classification - SystemDS 
3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Classification - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-clustering.html 
b/content/docs/3.3.0/site/algorithms-clustering.html
index bd00dea4..e46a2ec7 100644
--- a/content/docs/3.3.0/site/algorithms-clustering.html
+++ b/content/docs/3.3.0/site/algorithms-clustering.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Clustering - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Clustering - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-descriptive-statistics.html 
b/content/docs/3.3.0/site/algorithms-descriptive-statistics.html
index f2cdf981..3ac1f058 100644
--- a/content/docs/3.3.0/site/algorithms-descriptive-statistics.html
+++ b/content/docs/3.3.0/site/algorithms-descriptive-statistics.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Descriptive Statistics - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Descriptive Statistics - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-factorization-machines.html 
b/content/docs/3.3.0/site/algorithms-factorization-machines.html
index 3c5ab29a..6d20dcc1 100644
--- a/content/docs/3.3.0/site/algorithms-factorization-machines.html
+++ b/content/docs/3.3.0/site/algorithms-factorization-machines.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Factorization Machines - SystemDS 
3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Factorization Machines - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-matrix-factorization.html 
b/content/docs/3.3.0/site/algorithms-matrix-factorization.html
index d9c38981..06714087 100644
--- a/content/docs/3.3.0/site/algorithms-matrix-factorization.html
+++ b/content/docs/3.3.0/site/algorithms-matrix-factorization.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Matrix Factorization - SystemDS 
3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Matrix Factorization - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-reference.html 
b/content/docs/3.3.0/site/algorithms-reference.html
index 0c78ad47..2c0d9c0a 100644
--- a/content/docs/3.3.0/site/algorithms-reference.html
+++ b/content/docs/3.3.0/site/algorithms-reference.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-regression.html 
b/content/docs/3.3.0/site/algorithms-regression.html
index 33d2ff6a..2d2ce241 100644
--- a/content/docs/3.3.0/site/algorithms-regression.html
+++ b/content/docs/3.3.0/site/algorithms-regression.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Regression - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Regression - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/algorithms-survival-analysis.html 
b/content/docs/3.3.0/site/algorithms-survival-analysis.html
index 73851da4..2744cbbf 100644
--- a/content/docs/3.3.0/site/algorithms-survival-analysis.html
+++ b/content/docs/3.3.0/site/algorithms-survival-analysis.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Algorithms Reference Survival Analysis - SystemDS 
3.3.0-SNAPSHOT</title>
+    <title>Algorithms Reference Survival Analysis - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/builtins-reference.html 
b/content/docs/3.3.0/site/builtins-reference.html
index 87c354f8..0b270c2f 100644
--- a/content/docs/3.3.0/site/builtins-reference.html
+++ b/content/docs/3.3.0/site/builtins-reference.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Builtin Functions Reference - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Builtin Functions Reference - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/dml-language-reference.html 
b/content/docs/3.3.0/site/dml-language-reference.html
index de3d93e0..388749b9 100644
--- a/content/docs/3.3.0/site/dml-language-reference.html
+++ b/content/docs/3.3.0/site/dml-language-reference.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>DML Language Reference - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>DML Language Reference - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/dml-vs-r-guide.html 
b/content/docs/3.3.0/site/dml-vs-r-guide.html
index f3f5234a..996010cc 100644
--- a/content/docs/3.3.0/site/dml-vs-r-guide.html
+++ b/content/docs/3.3.0/site/dml-vs-r-guide.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>R to DML - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>R to DML - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/docker.html 
b/content/docs/3.3.0/site/docker.html
index ce9be9d6..01793f45 100644
--- a/content/docs/3.3.0/site/docker.html
+++ b/content/docs/3.3.0/site/docker.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Use SystemDS with Docker - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Use SystemDS with Docker - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/entity-resolution.html 
b/content/docs/3.3.0/site/entity-resolution.html
index c7d64863..f77fc9ae 100644
--- a/content/docs/3.3.0/site/entity-resolution.html
+++ b/content/docs/3.3.0/site/entity-resolution.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Entity Resolution - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Entity Resolution - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/federated-monitoring.html 
b/content/docs/3.3.0/site/federated-monitoring.html
index 69f644ec..db043ca6 100644
--- a/content/docs/3.3.0/site/federated-monitoring.html
+++ b/content/docs/3.3.0/site/federated-monitoring.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Use SystemDS Federated Monitoring Software - SystemDS 
3.3.0-SNAPSHOT</title>
+    <title>Use SystemDS Federated Monitoring Software - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/gpu.html b/content/docs/3.3.0/site/gpu.html
index 564cae81..7d5859b3 100644
--- a/content/docs/3.3.0/site/gpu.html
+++ b/content/docs/3.3.0/site/gpu.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Run SystemDS with GPU - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Run SystemDS with GPU - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/install.html 
b/content/docs/3.3.0/site/install.html
index 24ed1900..cffc80ca 100644
--- a/content/docs/3.3.0/site/install.html
+++ b/content/docs/3.3.0/site/install.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>SystemDS Install from source - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>SystemDS Install from source - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/native-backend.html 
b/content/docs/3.3.0/site/native-backend.html
index b97e2147..77b148ef 100644
--- a/content/docs/3.3.0/site/native-backend.html
+++ b/content/docs/3.3.0/site/native-backend.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Native Backend guide for SystemDS - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Native Backend guide for SystemDS - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/release-process.html 
b/content/docs/3.3.0/site/release-process.html
index 66b15ecd..ed58bb5a 100644
--- a/content/docs/3.3.0/site/release-process.html
+++ b/content/docs/3.3.0/site/release-process.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Release Process - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Release Process - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/run.html b/content/docs/3.3.0/site/run.html
index fa88730d..e024c319 100644
--- a/content/docs/3.3.0/site/run.html
+++ b/content/docs/3.3.0/site/run.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>Running SystemDS - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>Running SystemDS - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/docs/3.3.0/site/windows-source-installation.html 
b/content/docs/3.3.0/site/windows-source-installation.html
index 00d7d6f0..a407843d 100644
--- a/content/docs/3.3.0/site/windows-source-installation.html
+++ b/content/docs/3.3.0/site/windows-source-installation.html
@@ -10,7 +10,7 @@
 -->
 
 <head>
-    <title>SystemDS Install from source - SystemDS 3.3.0-SNAPSHOT</title>
+    <title>SystemDS Install from source - SystemDS 3.3.0</title>
     <meta charset="utf-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
     <meta name="description" content="">
@@ -37,7 +37,7 @@
             </div>
             <div class="navbar-brand brand projecttitle">
                 <a href="https://systemds.apache.org/";>Apache SystemDS<sup 
id="trademark">™</sup></a><br />
-                <span class="version">3.3.0-SNAPSHOT</span>
+                <span class="version">3.3.0</span>
             </div>
             <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target=".navbar-collapse">
                 <span class="sr-only">Toggle navigation</span>
diff --git a/content/documentation.html b/content/documentation.html
index bb67ff86..3236f50c 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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/3.2.0/index">3.2.0</a>
-      <a class="button button-primary" 
href="release-notes/systemds-release-notes-3.2.0">ReleaseNotes</a>
+      <a class="button button-primary" href="docs/3.3.0/index">3.3.0</a>
+      <a class="button button-primary" 
href="release-notes/systemds-release-notes-3.3.0">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">3.2.0</a>, <a 
href="release-notes/systemds-release-notes-3.2.0">ReleaseNotes</a></li>
         <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>
diff --git a/content/download.html b/content/download.html
index e54849ba..9833de52 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 3.2.0 for Apache Spark 3.x and above</h2>
+      <h2>Download SystemDS 3.3.0 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/3.2.0/systemds-3.2.0-bin.tgz";
-                target="_blank"> systemds-3.2.0 (Binary
+                
href="https://www.apache.org/dyn/closer.lua/systemds/3.3.0/systemds-3.3.0-bin.tgz";
+                target="_blank"> systemds-3.3.0 (Binary
                 tgz)</a></td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.tgz.sha512";>SHA512</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-bin.tgz.sha512";>SHA512</a>
             </td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.tgz.asc";>ASC</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-bin.tgz.asc";>ASC</a>
             </td>
           </tr>
           <tr>
             <td><a
-                
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
+                
href="https://www.apache.org/dyn/closer.lua/systemds/3.3.0/systemds-3.3.0-bin.zip";
+                target="_blank">systemds-3.3.0 (Binary
                 zip)</a></td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.zip.sha512";>SHA512</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-bin.zip.sha512";>SHA512</a>
             </td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-bin.zip.asc";>ASC</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-bin.zip.asc";>ASC</a>
             </td>
           </tr>
           <tr>
             <td><a
-                
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
+                
href="https://www.apache.org/dyn/closer.lua/systemds/3.3.0/systemds-3.3.0-src.tgz";
+                target="_blank">systemds-3.3.0 (Source
                 tgz)</a></td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.tgz.sha512";>SHA512</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-src.tgz.sha512";>SHA512</a>
             </td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.tgz.asc";>ASC</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-src.tgz.asc";>ASC</a>
             </td>
           </tr>
           <tr>
             <td><a
-                
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
+                
href="https://www.apache.org/dyn/closer.lua/systemds/3.3.0/systemds-3.3.0-src.zip";
+                target="_blank">systemds-3.3.0 (Source
                 zip)</a></td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.zip.sha512";>SHA512</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-src.zip.sha512";>SHA512</a>
             </td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-src.zip.asc";>ASC</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-src.zip.asc";>ASC</a>
             </td>
           </tr>
           <!-- <tr>
             <td><a
-                
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
+                
href="http://www.apache.org/dyn/closer.lua/systemds/3.3.0/systemds-3.3.0-python.tgz";
+                target="_blank">systemds-3.3.0 (Python
                 package .tgz)</a></td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-python.tgz.sha512";>SHA512</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-python.tgz.sha512";>SHA512</a>
             </td>
             <td><a
-                
href="https://www.apache.org/dist/systemds/3.2.0/systemds-3.2.0-python.tgz.asc";>ASC</a>
+                
href="https://www.apache.org/dist/systemds/3.3.0/systemds-3.3.0-python.tgz.asc";>ASC</a>
             </td>
           </tr> -->
 
           <tr>
-            <td><a 
href="release-notes/systemds-release-notes-3.2.0.html">Release
+            <td><a 
href="release-notes/systemds-release-notes-3.3.0.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;3.2.0&lt;/version&gt;
+  &lt;version&gt;3.3.0&lt;/version&gt;
 &lt;/dependency&gt;</pre>
 
         <h3>Previous Releases</h3>
diff --git a/content/get-started.html b/content/get-started.html
index 5afb599f..7076c20f 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/index.html b/content/index.html
index 6a07c9ea..6fed3ca1 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/privacy-policy.html b/content/privacy-policy.html
index f5a9e307..d6971925 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 739b80dd..420b3795 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 07cb34f3..62a07ebe 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 82325a81..67647cf7 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 30584190..11ed2a91 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 4e7814aa..22cb12ca 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 bdc813c8..26c4211a 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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
index 5cb2e597..b1c015b5 100644
--- a/content/release-notes/systemds-release-notes-3.2.0.html
+++ b/content/release-notes/systemds-release-notes-3.2.0.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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/release-notes/systemds-release-notes-3.3.0.html 
b/content/release-notes/systemds-release-notes-3.3.0.html
new file mode 100644
index 00000000..9985c05f
--- /dev/null
+++ b/content/release-notes/systemds-release-notes-3.3.0.html
@@ -0,0 +1,297 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+  <!--
+
+-->
+
+<head>
+  <meta charset="utf-8">
+  <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+  <title>SystemDS 3.3.0 Release Notes</title>
+  
+  <meta name="description" content="Project Release Notes"> 
+  <meta name="author" content="Apache SystemDS">
+
+  <!-- Enable responsive viewport -->
+  <meta name="HandheldFriendly" content="True">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+  <!-- You can use Open Graph tags to customize link previews.
+  Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+  <meta property="og:url" content="https://systemds.apache.org/"; />
+  <meta property="og:type" content="website" />
+  <meta property="og:title" content="SystemDS 3.3.0 Release Notes" />
+  <meta property="og:description" content="Apache SystemDS is an open source 
ML system for the end-to-end data science lifecycle" />
+  <meta property="og:image" content="" />
+
+  <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+  <!--[if lt IE 9]>
+  <script src="http://html5shim.googlecode.com/svn/trunk/html5.js";></script>
+  <![endif]-->
+
+  <!-- Le styles -->
+  <link rel="stylesheet" href="/assets/css/main.css">
+
+  <!-- favicons -->
+  <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head> <!-- META -->
+  <body class="vcard">
+    <!--
+
+-->
+<header class="site-header site-header--not-home">
+  <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span 
class="fn org">Apache SystemDS<sup
+          id="trademark">&trade;</sup></span></a></h1>
+  <nav class="main-nav">
+    <ul>
+      
+      <li role="presentation">
+        
+        
+        <a href="/download" target="_self">Download</a>
+        
+      </li>
+      
+      <li role="presentation">
+        
+        
+        <a href="/get-started" target="_self">Get Started</a>
+        
+      </li>
+      
+      <li role="presentation">
+        
+        <a class="nav-link--hover">Docs <i class="icon 
icon-chevron-down"></i></a>
+        <ul>
+          
+          
+          <li><a href="https://apache.github.io/systemds/"; 
target="_blank">latest</a></li>
+          
+          
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</a></li>
+          
+          
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
+          
+        </ul>
+        
+      </li>
+      
+      <li role="presentation">
+        
+        <a class="nav-link--hover">Community <i class="icon 
icon-chevron-down"></i></a>
+        <ul>
+          
+          
+          <li><a href="/community" target="_self">Get Involved</a></li>
+          
+          
+          <li><a href="https://issues.apache.org/jira/browse/SYSTEMDS"; 
target="_blank">Issue Tracker</a></li>
+          
+          
+          <li><a href="https://github.com/apache/systemds"; 
target="_blank">Source Code</a></li>
+          
+          
+          <li><a href="https://github.com/apache/systemds-website"; 
target="_blank">Website Source Code</a></li>
+          
+        </ul>
+        
+      </li>
+      
+      <li role="presentation">
+        
+        <a class="nav-link--hover">Apache <i class="icon 
icon-chevron-down"></i></a>
+        <ul>
+          
+          
+          <li><a href="https://www.apache.org/foundation/how-it-works"; 
target="_blank">Apache Software Foundation</a></li>
+          
+          
+          <li><a href="https://www.apache.org/licenses/"; 
target="_blank">Apache License</a></li>
+          
+          
+          <li><a href="https://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
+          
+          
+          <li><a href="https://www.apache.org/foundation/thanks"; 
target="_blank">Thanks</a></li>
+          
+          
+          <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+          
+          
+          <li><a href="/security" target="_self">Security</a></li>
+          
+        </ul>
+        
+      </li>
+      
+    </ul>
+  </nav>
+</header> <!-- GLOBAL HEADER -->
+    <!--
+
+-->
+<!--
+
+-->
+<div>
+  <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+  <div class="ml-container ml-container--horizontally-center">
+    <div class="col col-12 content-group content-group--center-content 
content-group--center-align">
+      <h1>Apache SystemDS<sup id="trademark">&trade;</sup> 3.3.0 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-330">Release notes for SystemDS 
3.3.0</h2>
+
+      <p>SystemDS 3.3 is a minor release. Release 3.3 contains new features 
and major improvements to existing features.</p>
+
+      <h3 id="new-features">New Features</h3>
+
+      <h4 id="built-in-functions">Built-in Functions</h4>
+      <ul>
+        <li>Added <code class="language-plaintext 
highlighter-rouge">sliceLineExtract</code> for efficient slicing 
operations.</li>
+        <li>Introduced <code class="language-plaintext 
highlighter-rouge">adasyn</code> for synthetic data generation in imbalanced 
datasets.</li>
+        <li>Added <code class="language-plaintext highlighter-rouge">GELU 
Activation Function</code> (approximation) for deep learning tasks.</li>
+        <li>New built-in for <code class="language-plaintext 
highlighter-rouge">vectorized simple exponential smoothing</code>.</li>
+        <li><strong>Python API Enhancements</strong>:
+          <ul>
+            <li>Added built-ins for <code class="language-plaintext 
highlighter-rouge">solve</code>, <code class="language-plaintext 
highlighter-rouge">median</code>, <code class="language-plaintext 
highlighter-rouge">quantile</code>, <code class="language-plaintext 
highlighter-rouge">lu</code>, <code class="language-plaintext 
highlighter-rouge">qr</code>, <code class="language-plaintext 
highlighter-rouge">cov</code>, and more.</li>
+            <li>Introduced cumulative aggregate functions like <code 
class="language-plaintext highlighter-rouge">cumsum</code>, <code 
class="language-plaintext highlighter-rouge">cumprod</code>, etc.</li>
+            <li>Added support for matrix operations like <code 
class="language-plaintext highlighter-rouge">diag</code>, <code 
class="language-plaintext highlighter-rouge">trace</code>, <code 
class="language-plaintext highlighter-rouge">sqrt</code>, <code 
class="language-plaintext highlighter-rouge">exp</code>, <code 
class="language-plaintext highlighter-rouge">floor</code>, and <code 
class="language-plaintext highlighter-rouge">ceil</code>.</li>
+          </ul>
+        </li>
+      </ul>
+
+      <h4 id="performance-enhancements">Performance Enhancements</h4>
+      <ul>
+        <li>Optimized matrix multiplication, including multi-threaded 
dot-product operations.</li>
+        <li>Improved performance for CSV and MatrixMarket readers with 
parallelism.</li>
+        <li>Enhanced incremental slice-line pruning for better efficiency.</li>
+        <li>Optimized federated operations with improved threading and cost 
estimation.</li>
+      </ul>
+
+      <h4 id="federated-learning">Federated Learning</h4>
+      <ul>
+        <li>Fixed threading bugs in federated operations.</li>
+        <li>Improved federated planner memoization and added support for 
weighted covariance.</li>
+      </ul>
+
+      <h4 id="compression">Compression</h4>
+      <ul>
+        <li>Introduced workload-aware compression for intermediates.</li>
+        <li>Enhanced compressed matrix operations with new tests and 
optimizations.</li>
+      </ul>
+
+      <h4 id="scuro-framework">Scuro Framework</h4>
+      <ul>
+        <li>Added support for multi-head attention layers and LSTM 
representations.</li>
+        <li>Introduced new modalities and data representations for Scuro.</li>
+      </ul>
+
+      <h3 id="bug-fixes">Bug Fixes</h3>
+      <ul>
+        <li>Fixed robustness issues in built-in functions:
+          <ul>
+            <li>Corrected <code class="language-plaintext 
highlighter-rouge">trace</code> handling for non-square matrices.</li>
+            <li>Fixed <code class="language-plaintext 
highlighter-rouge">seq()</code> length computation for edge cases.</li>
+            <li>Resolved issues in <code class="language-plaintext 
highlighter-rouge">transformencode</code> for federated backends.</li>
+          </ul>
+        </li>
+        <li>Addressed edge cases in matrix operations:
+          <ul>
+            <li>Sparse-dense matrix multiplication.</li>
+            <li>Incremental slice-line pruning.</li>
+          </ul>
+        </li>
+        <li>Fixed federated operation bugs:
+          <ul>
+            <li>Improved robustness for federated weighted covariance.</li>
+            <li>Resolved flaky tests in federated primitives.</li>
+          </ul>
+        </li>
+      </ul>
+
+      <h3 id="code-quality-and-testing">Code Quality and Testing</h3>
+      <ul>
+        <li>Improved test coverage:
+          <ul>
+            <li>Simplification rewrites, federated operations, and Python 
APIs.</li>
+            <li>Added new tests for matrix operations and compression.</li>
+          </ul>
+        </li>
+        <li>Refactored and cleaned up code for better maintainability and 
performance.</li>
+      </ul>
+
+      <h3 id="documentation">Documentation</h3>
+      <ul>
+        <li>Updated Python API documentation with examples for new 
built-ins.</li>
+        <li>Improved overall documentation for better usability.</li>
+      </ul>
+
+      <h3 id="dependency-updates">Dependency Updates</h3>
+      <ul>
+        <li>Updated library versions and dependencies:
+          <ul>
+            <li>Bumped <code class="language-plaintext 
highlighter-rouge">codecov-action</code> to the latest version.</li>
+            <li>Updated other dependencies for compatibility and security.</li>
+          </ul>
+        </li>
+      </ul>
+
+      <h3 id="miscellaneous">Miscellaneous</h3>
+      <ul>
+        <li>Added new rewrite rules for simplifications:
+          <ul>
+            <li><code class="language-plaintext 
highlighter-rouge">pushdown-sum</code> and <code class="language-plaintext 
highlighter-rouge">rm-reorg</code> for better performance.</li>
+          </ul>
+        </li>
+        <li>Introduced new I/O support for cloud-optimized GeoTIFF files.</li>
+        <li>Added new determinant function and kernels for matrix 
operations.</li>
+      </ul>
+    </div></div></section>
+
+</div>
+
+ 
+    <!--
+
+-->
+<footer class="site-footer">
+  <div class="ml-container ml-container--horizontally-center">
+    <div class="footer-col-wrapper">
+      <div style="margin-top: 20px; margin-bottom: 20px;">
+        <a href="https://www.apache.org";><img 
src="/assets/img/apache-foundation-logo.png" alt="Apache Incubator" /></a>
+      </div>
+      <!--Footer copyright year update credit: http://updateyourfooter.com/-->
+      <div>
+        Copyright &copy; 2015
+        <script>new Date().getFullYear() > 2015 && document.write("-" + new 
Date().getFullYear());</script>
+        <a href="https://www.apache.org";>The Apache Software Foundation</a>.
+        Licensed under the <a 
href="https://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version 
2.0</a>.
+        <br>
+        Apache and the Apache Feather logo are trademarks of The Apache 
Software Foundation.
+      </div>
+    </div>
+  </div>
+</footer> <!-- GLOBAL FOOTER-->
+    <script src="assets/js/bundle.min.js"></script>
+  </body>
+</html>
+
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 1acff785..e015bfc4 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 e381fddd..790442f5 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 67679a0c..c1b19aa3 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 880ff2e7..6015d83e 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 8f8c1b09..7df574d1 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 1699a9a5..bc8744f8 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 483e80a1..ac3f24f0 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 9e62c3cc..95061c9f 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 0ece1399..d35c397e 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</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 10c9947c..465a7a25 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/roadmap.html b/content/roadmap.html
index 4c7d01d5..c6142601 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         
diff --git a/content/security.html b/content/security.html
index bd3c8a3c..41976ec1 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/3.2.0/"; 
target="_blank">3.2.0 (stable)</a></li>
+          <li><a href="https://systemds.apache.org/docs/3.3.0/"; 
target="_blank">3.3.0 (stable)</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>
+          <li><a 
href="https://systemds.apache.org/release-notes/systemds-release-notes-3.3.0"; 
target="_blank">Release Notes 3.3.0</a></li>
           
         </ul>
         

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