diff --git a/spring-boot-project/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfiguration.java b/spring-boot-project/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfiguration.java
index 2e29bd66e2..ecebf8f2de 100644
--- a/spring-boot-project/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfiguration.java
+++ b/spring-boot-project/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfiguration.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2017 the original author or authors.
+ * Copyright 2012-2019 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -28,6 +28,7 @@ import org.springframework.boot.autoconfigure.AutoConfigureAfter;
 import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
 import org.springframework.boot.autoconfigure.cassandra.CassandraAutoConfiguration;
 import org.springframework.boot.autoconfigure.cassandra.CassandraProperties;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnBean;
 import org.springframework.boot.autoconfigure.condition.ConditionalOnClass;
 import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;
 import org.springframework.boot.autoconfigure.domain.EntityScanPackages;
@@ -59,6 +60,7 @@ import org.springframework.data.cassandra.core.mapping.SimpleUserTypeResolver;
  */
 @Configuration
 @ConditionalOnClass({ Cluster.class, CassandraAdminOperations.class })
+@ConditionalOnBean(Cluster.class)
 @EnableConfigurationProperties(CassandraProperties.class)
 @AutoConfigureAfter(CassandraAutoConfiguration.class)
 public class CassandraDataAutoConfiguration {
diff --git a/spring-boot-project/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfigurationTests.java b/spring-boot-project/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfigurationTests.java
index 1528c69bcc..195545855d 100644
--- a/spring-boot-project/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfigurationTests.java
+++ b/spring-boot-project/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/data/cassandra/CassandraDataAutoConfigurationTests.java
@@ -105,6 +105,13 @@ public class CassandraDataAutoConfigurationTests {
 
 	}
 
+	@Test
+	public void clusterDoesNotExist() {
+		this.context = new AnnotationConfigApplicationContext(
+				CassandraDataAutoConfiguration.class);
+		assertThat(this.context.getBeansOfType(Session.class)).isEmpty();
+	}
+
 	public void load(Class<?>... config) {
 		AnnotationConfigApplicationContext ctx = new AnnotationConfigApplicationContext();
 		TestPropertyValues.of("spring.data.cassandra.keyspaceName:boot_test")