diff --git a/serving/pom.xml b/serving/pom.xml
index 9495b29d264..1390bfdc80c 100644
--- a/serving/pom.xml
+++ b/serving/pom.xml
@@ -92,17 +92,6 @@
       <groupId>dev.feast</groupId>
       <artifactId>feast-storage-connector-bigquery</artifactId>
       <version>${project.version}</version>
-      <exclusions>
-        <exclusion>
-          <groupId>org.apache.beam</groupId>
-          <artifactId>*</artifactId>
-        </exclusion>
-      </exclusions>
-    </dependency>
-
-    <dependency>
-      <groupId>com.google.cloud</groupId>
-      <artifactId>google-cloud-storage</artifactId>
     </dependency>
 
     <!-- TODO: SLF4J is being used via Lombok, but also jog4j - pick one -->
diff --git a/storage/connectors/bigquery/pom.xml b/storage/connectors/bigquery/pom.xml
index 469bf857341..fab3739c43c 100644
--- a/storage/connectors/bigquery/pom.xml
+++ b/storage/connectors/bigquery/pom.xml
@@ -34,6 +34,22 @@
             <groupId>org.apache.beam</groupId>
             <artifactId>beam-sdks-java-io-google-cloud-platform</artifactId>
             <version>${org.apache.beam.version}</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.google.cloud</groupId>
+                    <artifactId>google-cloud-spanner</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>com.google.cloud.bigtable</groupId>
+                    <artifactId>bigtable-client-core</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>io.opencensus</groupId>
+            <artifactId>opencensus-contrib-http-util</artifactId>
+            <version>0.21.0</version>
         </dependency>
 
         <dependency>