diff --git a/CHANGELOG.md b/CHANGELOG.md
index 775c3c039..0c7a44568 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Changelog
 
+### [2.9.1](https://github.com/googleapis/java-aiplatform/compare/v2.9.0...v2.9.1) (2022-05-25)
+
+
+### Dependencies
+
+* update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.0 ([#915](https://github.com/googleapis/java-aiplatform/issues/915)) ([920a1fe](https://github.com/googleapis/java-aiplatform/commit/920a1fe99c205d240f18ecf21fe0e584d9da85df))
+* update dependency com.google.cloud:google-cloud-storage to v2.7.0 ([#916](https://github.com/googleapis/java-aiplatform/issues/916)) ([916cfa7](https://github.com/googleapis/java-aiplatform/commit/916cfa74b4d21edc4571ab19d1fd107c56a01e57))
+
 ## [2.9.0](https://github.com/googleapis/java-aiplatform/compare/v2.8.9...v2.9.0) (2022-05-24)
 
 
diff --git a/README.md b/README.md
index 4188f0938..75d40fee0 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ If you are using Maven with [BOM][libraries-bom], add this to your pom.xml file
   <dependency>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-aiplatform</artifactId>
-    <version>2.8.9</version>
+    <version>2.9.0</version>
   </dependency>
 
 ```
@@ -30,7 +30,7 @@ If you are using Maven without BOM, add this to your dependencies:
 <dependency>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-aiplatform</artifactId>
-  <version>2.8.9</version>
+  <version>2.9.0</version>
 </dependency>
 
 ```
@@ -45,13 +45,13 @@ implementation 'com.google.cloud:google-cloud-aiplatform'
 If you are using Gradle without BOM, add this to your dependencies
 
 ```Groovy
-implementation 'com.google.cloud:google-cloud-aiplatform:2.8.9'
+implementation 'com.google.cloud:google-cloud-aiplatform:2.9.0'
 ```
 
 If you are using SBT, add this to your dependencies
 
 ```Scala
-libraryDependencies += "com.google.cloud" % "google-cloud-aiplatform" % "2.8.9"
+libraryDependencies += "com.google.cloud" % "google-cloud-aiplatform" % "2.9.0"
 ```
 
 ## Authentication
diff --git a/google-cloud-aiplatform-bom/pom.xml b/google-cloud-aiplatform-bom/pom.xml
index 759bf7ffc..71c4b1f94 100644
--- a/google-cloud-aiplatform-bom/pom.xml
+++ b/google-cloud-aiplatform-bom/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-aiplatform-bom</artifactId>
-  <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+  <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   <packaging>pom</packaging>
   <parent>
     <groupId>com.google.cloud</groupId>
@@ -56,27 +56,27 @@
       <dependency>
         <groupId>com.google.cloud</groupId>
         <artifactId>google-cloud-aiplatform</artifactId>
-        <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+        <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-aiplatform-v1</artifactId>
-        <version>2.9.0</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1:current} -->
+        <version>2.9.1</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-aiplatform-v1beta1</artifactId>
-        <version>0.15.0</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1beta1:current} -->
+        <version>0.15.1</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-aiplatform-v1</artifactId>
-        <version>2.9.0</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1:current} -->
+        <version>2.9.1</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-aiplatform-v1beta1</artifactId>
-        <version>0.15.0</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1beta1:current} -->
+        <version>0.15.1</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1beta1:current} -->
       </dependency>
     </dependencies>
   </dependencyManagement>
diff --git a/google-cloud-aiplatform/pom.xml b/google-cloud-aiplatform/pom.xml
index 0712b10a6..f87dfef2f 100644
--- a/google-cloud-aiplatform/pom.xml
+++ b/google-cloud-aiplatform/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-aiplatform</artifactId>
-  <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+  <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   <packaging>jar</packaging>
   <name>Google Cloud Vertex AI</name>
   <url>https://github.com/googleapis/java-aiplatform</url>
@@ -11,7 +11,7 @@
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-aiplatform-parent</artifactId>
-    <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+    <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   </parent>
   <properties>
     <site.installationModule>google-cloud-aiplatform</site.installationModule>
diff --git a/grpc-google-cloud-aiplatform-v1/pom.xml b/grpc-google-cloud-aiplatform-v1/pom.xml
index d8b71ed2b..97e3dcbab 100644
--- a/grpc-google-cloud-aiplatform-v1/pom.xml
+++ b/grpc-google-cloud-aiplatform-v1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>grpc-google-cloud-aiplatform-v1</artifactId>
-  <version>2.9.0</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1:current} -->
+  <version>2.9.1</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1:current} -->
   <name>grpc-google-cloud-aiplatform-v1</name>
   <description>GRPC library for google-cloud-aiplatform</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-aiplatform-parent</artifactId>
-    <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+    <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/grpc-google-cloud-aiplatform-v1beta1/pom.xml b/grpc-google-cloud-aiplatform-v1beta1/pom.xml
index 8849da687..1ed0935a9 100644
--- a/grpc-google-cloud-aiplatform-v1beta1/pom.xml
+++ b/grpc-google-cloud-aiplatform-v1beta1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>grpc-google-cloud-aiplatform-v1beta1</artifactId>
-  <version>0.15.0</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1beta1:current} -->
+  <version>0.15.1</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1beta1:current} -->
   <name>grpc-google-cloud-aiplatform-v1beta1</name>
   <description>GRPC library for google-cloud-aiplatform</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-aiplatform-parent</artifactId>
-    <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+    <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/pom.xml b/pom.xml
index 17b93effa..ba8c5dfbf 100644
--- a/pom.xml
+++ b/pom.xml
@@ -4,7 +4,7 @@
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-aiplatform-parent</artifactId>
   <packaging>pom</packaging>
-  <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+  <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   <name>Google Cloud Vertex AI Parent</name>
   <url>https://github.com/googleapis/java-</url>
   <description>
@@ -61,27 +61,27 @@
       <dependency>
         <groupId>com.google.cloud</groupId>
         <artifactId>google-cloud-aiplatform</artifactId>
-        <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+        <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-aiplatform-v1</artifactId>
-        <version>2.9.0</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1:current} -->
+        <version>2.9.1</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-aiplatform-v1beta1</artifactId>
-        <version>0.15.0</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1beta1:current} -->
+        <version>0.15.1</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-aiplatform-v1</artifactId>
-        <version>2.9.0</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1:current} -->
+        <version>2.9.1</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-aiplatform-v1beta1</artifactId>
-        <version>0.15.0</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1beta1:current} -->
+        <version>0.15.1</version><!-- {x-version-update:grpc-google-cloud-aiplatform-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.cloud</groupId>
diff --git a/proto-google-cloud-aiplatform-v1/pom.xml b/proto-google-cloud-aiplatform-v1/pom.xml
index 179cf3cb2..8eb095fa3 100644
--- a/proto-google-cloud-aiplatform-v1/pom.xml
+++ b/proto-google-cloud-aiplatform-v1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>proto-google-cloud-aiplatform-v1</artifactId>
-  <version>2.9.0</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1:current} -->
+  <version>2.9.1</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1:current} -->
   <name>proto-google-cloud-aiplatform-v1</name>
   <description>Proto library for google-cloud-aiplatform</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-aiplatform-parent</artifactId>
-    <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+    <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/proto-google-cloud-aiplatform-v1beta1/pom.xml b/proto-google-cloud-aiplatform-v1beta1/pom.xml
index abbe799c1..87b1e06f2 100644
--- a/proto-google-cloud-aiplatform-v1beta1/pom.xml
+++ b/proto-google-cloud-aiplatform-v1beta1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>proto-google-cloud-aiplatform-v1beta1</artifactId>
-  <version>0.15.0</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1beta1:current} -->
+  <version>0.15.1</version><!-- {x-version-update:proto-google-cloud-aiplatform-v1beta1:current} -->
   <name>proto-google-cloud-aiplatform-v1beta1</name>
   <description>Proto library for google-cloud-aiplatform</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-aiplatform-parent</artifactId>
-    <version>2.9.0</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
+    <version>2.9.1</version><!-- {x-version-update:google-cloud-aiplatform:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/samples/install-without-bom/pom.xml b/samples/install-without-bom/pom.xml
index 1e9a9b9c4..6e6542540 100644
--- a/samples/install-without-bom/pom.xml
+++ b/samples/install-without-bom/pom.xml
@@ -29,13 +29,13 @@
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-aiplatform</artifactId>
-      <version>2.8.9</version>
+      <version>2.9.0</version>
     </dependency>
     <!-- [END aiplatform_install_without_bom] -->
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-storage</artifactId>
-      <version>2.6.1</version>
+      <version>2.7.0</version>
     </dependency>
     <dependency>
       <groupId>com.google.protobuf</groupId>
diff --git a/samples/snapshot/pom.xml b/samples/snapshot/pom.xml
index 8e9796f4f..b58854b4a 100644
--- a/samples/snapshot/pom.xml
+++ b/samples/snapshot/pom.xml
@@ -28,13 +28,13 @@
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-aiplatform</artifactId>
-      <version>2.9.0</version>
+      <version>2.9.1</version>
     </dependency>
   <!-- {x-version-update-end} -->
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-storage</artifactId>
-      <version>2.6.1</version>
+      <version>2.7.0</version>
     </dependency>
     <dependency>
       <groupId>com.google.protobuf</groupId>
diff --git a/samples/snippets/pom.xml b/samples/snippets/pom.xml
index a220da94f..f2d3b710c 100644
--- a/samples/snippets/pom.xml
+++ b/samples/snippets/pom.xml
@@ -27,13 +27,13 @@
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-aiplatform</artifactId>
-      <version>2.8.9</version>
+      <version>2.9.0</version>
     </dependency>
     <!-- [END aiplatform_install_with_bom] -->
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-storage</artifactId>
-      <version>2.6.1</version>
+      <version>2.7.0</version>
     </dependency>
     <dependency>
       <groupId>com.google.protobuf</groupId>
@@ -60,7 +60,7 @@
     <dependency>
       <groupId>com.google.api.grpc</groupId>
       <artifactId>proto-google-cloud-aiplatform-v1beta1</artifactId>
-      <version>0.14.9</version>
+      <version>0.15.0</version>
     </dependency>
 
   </dependencies>
diff --git a/versions.txt b/versions.txt
index 01359aa6b..9b698b646 100644
--- a/versions.txt
+++ b/versions.txt
@@ -1,8 +1,8 @@
 # Format:
 # module:released-version:current-version
 
-google-cloud-aiplatform:2.9.0:2.9.0
-grpc-google-cloud-aiplatform-v1:2.9.0:2.9.0
-grpc-google-cloud-aiplatform-v1beta1:0.15.0:0.15.0
-proto-google-cloud-aiplatform-v1:2.9.0:2.9.0
-proto-google-cloud-aiplatform-v1beta1:0.15.0:0.15.0
+google-cloud-aiplatform:2.9.1:2.9.1
+grpc-google-cloud-aiplatform-v1:2.9.1:2.9.1
+grpc-google-cloud-aiplatform-v1beta1:0.15.1:0.15.1
+proto-google-cloud-aiplatform-v1:2.9.1:2.9.1
+proto-google-cloud-aiplatform-v1beta1:0.15.1:0.15.1