diff --git a/beam/pom.xml b/beam/pom.xml
index 72d518510..43e7849c9 100644
--- a/beam/pom.xml
+++ b/beam/pom.xml
@@ -123,7 +123,7 @@
 
       <dependency>
         <groupId>${apache.beam.groupId}</groupId>
-        <artifactId>beam-runners-spark</artifactId>
+        <artifactId>beam-runners-spark-3</artifactId>
         <version>${apache.beam.version}</version>
         <scope>provided</scope>
       </dependency>
diff --git a/beam/tools/pom.xml b/beam/tools/pom.xml
index f4b009d70..4bc854a0d 100644
--- a/beam/tools/pom.xml
+++ b/beam/tools/pom.xml
@@ -32,7 +32,7 @@
   <name>${project.groupId}:${project.artifactId}</name>
 
   <properties>
-    <spark.version>2.4.5</spark.version>
+    <spark.version>3.1.2</spark.version>
     <shadePattern>cz.o2.proxima.beam.tools.shaded</shadePattern>
   </properties>
 
@@ -310,7 +310,7 @@
 
     <dependency>
       <groupId>${apache.beam.groupId}</groupId>
-      <artifactId>beam-runners-spark</artifactId>
+      <artifactId>beam-runners-spark-3</artifactId>
     </dependency>
 
     <dependency>
diff --git a/pom.xml b/pom.xml
index 901ff9799..a1a2c5a2b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -88,9 +88,9 @@
     <hbase.version>2.5.2-hadoop3</hbase.version>
     <junit.jupiter.version>5.7.2</junit.jupiter.version>
     <kafka.version>2.8.1</kafka.version>
-    <proto.version>3.21.9</proto.version>
-    <protoc.version>3.21.9</protoc.version>
-    <grpc.version>1.50.2</grpc.version>
+    <proto.version>3.21.12</proto.version>
+    <protoc.version>3.21.12</protoc.version>
+    <grpc.version>1.52.1</grpc.version>
     <gmaven.version>1.10.0</gmaven.version>
     <guava.version>31.1-jre</guava.version>
     <commons-io.version>2.7</commons-io.version>
@@ -116,7 +116,7 @@
     <spotless.version>2.0.1</spotless.version>
     <!-- apache beam related properties -->
     <apache.beam.groupId>org.apache.beam</apache.beam.groupId>
-    <apache.beam.version>2.44.0</apache.beam.version>
+    <apache.beam.version>2.46.0</apache.beam.version>
     <apache.beam.groupId.raw>org.apache.beam</apache.beam.groupId.raw>
     <apache.beam.version.raw>${apache.beam.version}</apache.beam.version.raw>
     <zookeeper.version>3.6.2</zookeeper.version>
@@ -213,7 +213,7 @@
         </repository>
         <repository>
           <id>beam-validation</id>
-          <url>https://repository.apache.org/content/repositories/orgapachebeam-1290/</url>
+          <url>https://repository.apache.org/content/repositories/orgapachebeam-1306/</url>
         </repository>
       </repositories>
       <pluginRepositories>