diff --git a/pom.xml b/pom.xml
index d2f8ff5777e74..1938708fee950 100644
--- a/pom.xml
+++ b/pom.xml
@@ -223,6 +223,7 @@
     <commons-cli.version>1.6.0</commons-cli.version>
     <bouncycastle.version>1.77</bouncycastle.version>
     <tink.version>1.9.0</tink.version>
+    <datasketches.version>3.3.0</datasketches.version>
     <netty.version>4.1.100.Final</netty.version>
     <netty-tcnative.version>2.0.61.Final</netty-tcnative.version>
     <!--
@@ -2837,6 +2838,12 @@
         <artifactId>arpack</artifactId>
         <version>${netlib.ludovic.dev.version}</version>
       </dependency>
+      <!-- SPARK-16484 add `datasketches-java` for support Datasketches HllSketch -->
+      <dependency>
+        <groupId>org.apache.datasketches</groupId>
+        <artifactId>datasketches-java</artifactId>
+        <version>${datasketches.version}</version>
+      </dependency>
     </dependencies>
   </dependencyManagement>
 
diff --git a/sql/catalyst/pom.xml b/sql/catalyst/pom.xml
index e7f8cbe0fe685..a84f8e54ec52a 100644
--- a/sql/catalyst/pom.xml
+++ b/sql/catalyst/pom.xml
@@ -120,7 +120,6 @@
     <dependency>
       <groupId>org.apache.datasketches</groupId>
       <artifactId>datasketches-java</artifactId>
-      <version>3.3.0</version>
     </dependency>
   </dependencies>
   <build>